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Solution 3. [S. Niu] Let $S$ be a point on $\mathrm{TU}$ for which $\mathrm{SR}\mathrm{XY}$; observe that $\Delta \mathrm{RST}$ is equilateral. We first show that $Q$ lies between $S$ and $T$. For, if $S$ were between $Q$ and $T$, then $\angle \mathrm{PSQ}$ would be obtuse and $\mathrm{PQ}>\mathrm{PS}>\mathrm{PR}$ (since $\angle \mathrm{PRS}>{60}^{ˆ}>\angle \mathrm{PSR}$ in $\Delta \mathrm{PRS}$), a contradiction. The rotation of ${60}^{ˆ}$ with centre $R$ that takes $S$ onto $T$ takes ray $\mathrm{RQ}$ onto a ray through $R$ that intersects $\mathrm{TY}$ in $M$. Consider triangles $\mathrm{RSQ}$ and $\mathrm{RTM}$. Since $\angle \mathrm{RST}=\angle \mathrm{RTM}={60}^{ˆ}$, $\angle \mathrm{SRQ}={60}^{ˆ}-\angle \mathrm{QRT}=\angle \mathrm{TRM}$ and $\mathrm{SR}=\mathrm{TR}$, we have that $\Delta \mathrm{RSQ}\equiv \Delta \mathrm{RTM}$ and $\mathrm{RQ}=\mathrm{RM}$. (ASA) Since $\angle \mathrm{QRM}={60}^{ˆ}$, $\Delta \mathrm{RQM}$ is equilateral and $\mathrm{RM}=\mathrm{RQ}$. Hence $M$ and $P$ are both equidistant from $Q$ and $R$, and so at the intersection of $\mathrm{TY}$ and the right bisector of $\mathrm{QR}$. Thus, $M=P$ and the result follows. Solution 4. [H. Pan] Let $Q\text{'}$ and $R\text{'}$ be the respective reflections of $Q$ and $R$ with respect to the axis $\mathrm{XY}$. Since $\angle \mathrm{RTR}\text{'}={120}^{ˆ}$ and $\mathrm{TR}=\mathrm{TR}\text{'}$, $\angle \mathrm{QR}\text{'}R=\angle \mathrm{TR}\text{'}R={30}^{ˆ}$. Since $Q,R,Q\text{'},R\text{'},$ lie on a circle with centre $P$, $\angle \mathrm{QPR}=2\angle \mathrm{QR}\text{'}R={60}^{ˆ}$, as desired. Solution 5. [R. Barrington Leigh] Let $W$ be a point on $\mathrm{TV}$ such that $\angle \mathrm{WPQ}={60}^{ˆ}=\angle \mathrm{WTU}$. [Why does such a point $W$ exist?] Then $\mathrm{WQTP}$ is a concyclic quadrilateral so that $\angle \mathrm{QWP}={180}^{ˆ}-\angle \mathrm{QTP}={60}^{ˆ}$ and $\Delta \mathrm{PWQ}$ is equilateral. Hence $\mathrm{PW}=\mathrm{PQ}=\mathrm{PR}$.
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Suppose $W\ne R$. If $R$ is farther away from $T$ than $W$, then $\angle \mathrm{RPT}>\angle \mathrm{WPT}>\angle \mathrm{WPQ}={60}^{ˆ}⇒{60}^{ˆ}>\angle \mathrm{TRP}=\angle \mathrm{RWP}>{60}^{ˆ}$, a contradiction. If $W$ is farther away from $T$ than $R$, then $\angle \mathrm{WPT}>\angle \mathrm{WPQ}={60}^{ˆ}⇒{60}^{ˆ}>\angle \mathrm{RWP}=\angle \mathrm{WRP}>{60}^{ˆ}$, again a contradiction. So $R=W$ and the result follows. Solution 6. [M. Holmes] Let the circle through $T,P,Q$ intersect $\mathrm{TV}$ in $N$. Then $\angle \mathrm{QNP}={180}^{ˆ}-\angle \mathrm{QTP}={60}^{ˆ}$. Since $\angle \mathrm{PQN}=\angle \mathrm{PTN}={60}^{ˆ}$, $\Delta \mathrm{PQN}$ is equilateral so that $\mathrm{PN}=\mathrm{PQ}$. Suppose, if possible, that $R\ne N$. Then $N$ and $R$ are two points on $\mathrm{TV}$ equidistant from $P$. Since $\angle \mathrm{PNT}<\angle \mathrm{PNQ}={60}^{ˆ}$ and $\Delta \mathrm{PNR}$ is isosceles, we have that $\angle \mathrm{PNR}<{90}^{ˆ}$, so $N$ cannot lie between $T$ and $R$, and $\angle \mathrm{PRN}=\angle \mathrm{PNR}=\angle \mathrm{PNT}<{60}^{ˆ}$. Since $\angle \mathrm{PTN}={60}^{ˆ}$, we conclude that $T$ must lie between $R$ and $N$, which transgresses the condition of the problem. Hence $R$ and $N$ must coincide and the result follows. Solution 7. [P. Cheng] Determine $S$ on $\mathrm{TU}$ and $Z$ on $\mathrm{TY}$ for which $\mathrm{SR}\mathrm{XY}$ and $\angle \mathrm{QRZ}={60}^{ˆ}$. Observe that $\angle \mathrm{TSR}=\angle \mathrm{SRT}={60}^{ˆ}$ and $\mathrm{SR}=\mathrm{RT}$. Consider triangles $\mathrm{SRQ}$ and $\mathrm{TRZ}$. $\angle \mathrm{SRQ}=\angle \mathrm{SRT}-\angle \mathrm{QRT}=\angle \mathrm{QRZ}-\angle \mathrm{QRT}=\angle \mathrm{TRZ}$; $\angle \mathrm{QSR}={60}^{ˆ}=\angle \mathrm{ZTR}$, so that $\Delta \mathrm{SRQ}=\Delta \mathrm{TRZ}$ (ASA).
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Hence $\mathrm{RZ}=\mathrm{RQ}⇒\Delta \mathrm{RQZ}$ is equilateral $⇒\mathrm{RZ}=\mathrm{ZQ}$ and $\angle \mathrm{RZQ}={60}^{ˆ}$. Now, both $P$ and $Z$ lie on the intersection of $\mathrm{TY}$ and the right bisector of $\mathrm{QR}$, so they must coincide: $P=Z$. The result follows. Solution 8. Let the perpendicular, produced, from $Q$ to $\mathrm{XY}$ meet $\mathrm{VT}$, produced, in $S$. Then $\angle \mathrm{XTS}=\angle \mathrm{VTY}={60}^{ˆ}=\angle \mathrm{XTU}$, from which is can be deduced that $\mathrm{TX}$ right bisects $\mathrm{QS}$. Hence $\mathrm{PS}=\mathrm{PQ}=\mathrm{PR}$, so that $Q,R,S$ are all on the same circle with centre $P$. Since $\angle \mathrm{QTS}={120}^{ˆ}$, we have that $\angle \mathrm{SQT}=\angle \mathrm{QSR}={30}^{ˆ}$, so that $\mathrm{QR}$ must subtend an angle of ${60}^{ˆ}$ at the centre $P$ of the circle. The desired result follows. Solution 9. [A.Siu] Let the right bisector of $\mathrm{QR}$ meet the circumcircle of $\mathrm{TQR}$ on the same side of $\mathrm{QR}$ at $T$ in $S$. Since $\angle \mathrm{QSR}=\angle \mathrm{QTR}={60}^{ˆ}$ and $\mathrm{QS}=\mathrm{QR}$, $\angle \mathrm{SQR}=\angle \mathrm{SRQ}={60}^{ˆ}$. Hence $\angle \mathrm{STQ}={180}^{ˆ}-\angle \mathrm{SRQ}={120}^{ˆ}$. But $\angle \mathrm{YTQ}={120}^{ˆ}$, so $S$ must lie on $\mathrm{TY}$. It follows that $S=P$. Solution 10. Assign coordinates with the origin at $T$ and the $x-$axis along $\mathrm{XY}$. The the respective coordinates of $Q$ and $R$ have the form $\left(u,-\sqrt{3}u\right)$ and $\left(v,\sqrt{3}v\right)$ for some real $u$ and $v$. Let the coordinates of $P$ be $\left(w,0\right)$. Then $\mathrm{PQ}=\mathrm{PR}$ yields that $w=2\left(u+v\right)$. [Exercise: work it out.]
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$\begin{array}{cc}‖\mathrm{PQ}‖{}^{2}-‖\mathrm{QR}‖{}^{2}\hfill & =\left(u-w\right){}^{2}+3{u}^{2}-\left(u-v\right){}^{2}-3\left(u+v\right){}^{2}\hfill \\ \multicolumn{0}{c}{}& ={w}^{2}-2\mathrm{uw}-4v\left(u+v\right)={w}^{2}-2\mathrm{uw}-2\mathrm{vw}\hfill \\ \multicolumn{0}{c}{}& ={w}^{2}-2\left(u+v\right)w=0 .\hfill \end{array}$ Hence $\mathrm{PQ}=\mathrm{QR}=\mathrm{PR}$ and $\Delta \mathrm{PQR}$ is equilateral. Therefore $\angle \mathrm{QPR}={60}^{ˆ}$. Solution 11. [J.Y. Jin] Let $\frakC$ be the circumcircle of $\Delta \mathrm{PQR}$. If $T$ lies strictly inside $\frakC$, then ${60}^{ˆ}=\angle \mathrm{QTR}>\angle \mathrm{QPR}$ and ${60}^{ˆ}=\angle \mathrm{PTR}>\angle \mathrm{PQR}=\angle \mathrm{PRQ}$. Thus, all three angle of $\Delta \mathrm{PQR}$ would be less than ${60}^{ˆ}$, which is not possible. Similarly, if $T$ lies strictly outside $\frakC$, then ${60}^{ˆ}=\angle \mathrm{QTR}<\angle \mathrm{QPR}$ and ${60}^{ˆ}=\angle \mathrm{PTR}<\angle \mathrm{PQR}=\angle \mathrm{PRQ}$, so that all three angles of $\Delta \mathrm{PQR}$ would exceed ${60}^{ˆ}$, again not possible. Thus $T$ must be on $\frakC$, whence $\angle \mathrm{QPR}=\angle \mathrm{QTR}={60}^{ˆ}$. Solution 12. [C. Lau] By the Sine Law, $\frac{\mathrm{sin}\angle \mathrm{TQP}}{‖\mathrm{TP}‖}=\frac{\mathrm{sin}{120}^{ˆ}}{‖\mathrm{PQ}‖}=\frac{\mathrm{sin}{60}^{ˆ}}{‖\mathrm{PR}‖}=\frac{\mathrm{sin}\angle \mathrm{TRP}}{‖\mathrm{TP}‖} ,$
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whence $\mathrm{sin}\angle \mathrm{TQP}=\mathrm{sin}\angle \mathrm{TRP}$. Since $\angle \mathrm{QTP}$, in triangle $\mathrm{QTP}$ is obtuse, $\angle \mathrm{TQP}$ is acute. Suppose, if possible, that $\angle \mathrm{TRP}$ is obtuse. Then, in triangle $\mathrm{TPR}$, $\mathrm{TP}$ would be the longest side, so $\mathrm{PR}<\mathrm{TP}$. But in triangle $\mathrm{TQP}$, $\mathrm{PQ}$ is the longest side, so $\mathrm{PQ}>\mathrm{TP}$, and so $\mathrm{PQ}\ne \mathrm{PR}$, contrary to hypothesis. Hence $\angle \mathrm{TRP}$ is acute. Therefore, $\angle \mathrm{TQP}=\angle \mathrm{TRP}$. Let $\mathrm{PQ}$ and $\mathrm{RT}$ intersect in $Z$. Then, ${60}^{ˆ}=\angle \mathrm{QTZ}={180}^{ˆ}-\angle \mathrm{TQP}-\angle \mathrm{QZT}={180}^{ˆ}-\angle \mathrm{TRP}-\angle \mathrm{RZP}=\angle \mathrm{QPR}$, as desired.
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66. (a) Let $\mathrm{ABCD}$ be a square and let $E$ be an arbitrary point on the side $\mathrm{CD}$. Suppose that $P$ is a point on the diagonal $\mathrm{AC}$ for which $\mathrm{EP}\perp \mathrm{AC}$ and that $Q$ is a point on $\mathrm{AE}$ produced for which $\mathrm{CQ}\perp \mathrm{AE}$. Prove that $B,P,Q$ are collinear. (b) Does the result hold if the hypothesis is weakened to require only that $\mathrm{ABCD}$ is a rectangle? Solution 1. Let $\mathrm{ABCD}$ be a rectangle, and let $E$, $P$, $Q$ be determined as in the problem. Suppose that $\angle \mathrm{ACD}=\angle \mathrm{BDC}=\alpha$. Then $\angle \mathrm{PEC}={90}^{ˆ}-\alpha$. Because $\mathrm{EPQC}$ is concyclic, $\angle \mathrm{PQC}=\angle \mathrm{PEC}={90}^{ˆ}-\alpha$. Because $\mathrm{ABCQD}$ is concyclic, $\angle \mathrm{BQC}=\angle \mathrm{BDC}=\alpha$. The points $B$, $P$, $Q$ are collinear $&lrArr;\angle \mathrm{BQC}=\angle \mathrm{PQC}&lrArr;\alpha ={90}^{ˆ}-\alpha &lrArr;\alpha ={45}^{ˆ}&lrArr;\mathrm{ABCD}$ is a square. Solution 2. (a) $\mathrm{EPQC}$, with a pair of supplementary opposite angles, is concyclic, so that $\angle \mathrm{CQP}=\angle \mathrm{CEP}={180}^{ˆ}-\angle \mathrm{EPC}-\angle \mathrm{ECP}={45}^{ˆ}$. Since $\mathrm{CBAQ}$ is concyclic, $\angle \mathrm{CQB}=\angle \mathrm{CAB}={45}^{ˆ}$. Thus, $\angle \mathrm{CQP}=\angle \mathrm{CQB}$ so that $Q$, $P$, $B$ are collinear. (b) Suppose that $\mathrm{ABCD}$ is a nonquare rectangle. Then taking $E=D$ yields a counterexample.
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(b) Suppose that $\mathrm{ABCD}$ is a nonquare rectangle. Then taking $E=D$ yields a counterexample. Solution 3. (a) The circle with diameter $\mathrm{AC}$ that passes through the vertices of the square also passes through $Q$. Hence $\angle \mathrm{QBC}=\angle \mathrm{QAC}$. Consider triangles $\mathrm{PBC}$ and $\mathrm{EAC}$. Since triangles $\mathrm{ABC}$ and $\mathrm{EPC}$ are both isosceles right triangles, $\mathrm{BC}:\mathrm{AC}=\mathrm{PC}:\mathrm{EC}$. Also $\angle \mathrm{BCA}=\angle \mathrm{PCE}={45}^{ˆ}$. Hence $\Delta \mathrm{PBC}~\Delta \mathrm{EAC}$ (SAS) so that $\angle \mathrm{PBC}=\angle \mathrm{EAC}=\angle \mathrm{QAC}=\angle \mathrm{QBC}$. It follows that $Q$, $P$, $B$ are collinear. Solution 4. [S. Niu] Let $\mathrm{ABCD}$ be a rectangle and let $E,P,Q$ be determined as in the problem. Let $\mathrm{EP}$ be produced to meet $\mathrm{BC}$ in $F$. Since $\angle \mathrm{ABF}=\angle \mathrm{APF}$, the quadrilateral $\mathrm{ABPF}$ is concyclic, so that $\angle \mathrm{PBC}=\angle \mathrm{PBF}=\angle \mathrm{PAF}$. Since $\mathrm{ABCQ}$ is concyclic, $\angle \mathrm{QBC}=\angle \mathrm{QAC}=\angle \mathrm{PAE}$. Now $B,P,Q$ are collinear
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$&lrArr;\angle \mathrm{PBC}=\angle \mathrm{QBC}&lrArr;\angle \mathrm{PAF}=\angle \mathrm{PAE}&lrArr;\mathrm{AC} \mathrm{right} \mathrm{bisects} \mathrm{EF}$ $&lrArr;\angle \mathrm{ECA}=\angle \mathrm{ACB}={45}^{ˆ}&lrArr;\mathrm{ABCD} \mathrm{is} a \mathrm{square} .$ Solution 5. [M. Holmes] (a) Suppose that $\mathrm{BQ}$ intersects $\mathrm{AC}$ in $R$. Since $\mathrm{ABCQD}$ is concyclic, $\angle \mathrm{AQR}=\angle \mathrm{AQB}=\angle \mathrm{ACB}={45}^{ˆ}$, so that $\angle \mathrm{BQC}={45}^{ˆ}$. Since $\angle \mathrm{EQR}=\angle \mathrm{AQB}=\angle \mathrm{ECR}={45}^{ˆ}$, $\mathrm{ERCQ}$ is concyclic, so that $\angle \mathrm{ERC}={180}^{ˆ}-\angle \mathrm{EQC}={90}^{ˆ}$. Hence $\mathrm{ER}\perp \mathrm{AC}$, so that $R=P$ and the result follows. Solution 6. [L. Hong] (a) Let $\mathrm{QC}$ intersect $\mathrm{AB}$ in $F$. We apply Menelaus' Theorem to triangle $\mathrm{AFC}$: $B$, $P$, $Q$ are collinear if and only if $\frac{\mathrm{AB}}{\mathrm{BF}}·\frac{\mathrm{FQ}}{\mathrm{QC}}·\frac{\mathrm{CP}}{\mathrm{PA}}=-1 .$ Let the side length of the square be 1 and the length of $\mathrm{DE}$ be $a$. Then $‖\mathrm{AB}‖=1$. Since $\Delta \mathrm{ADE}~\Delta \mathrm{FBC}$, $\mathrm{AD}:\mathrm{DE}=\mathrm{BF}:\mathrm{BC}$, so that $‖\mathrm{BF}‖=1/a$ and $‖\mathrm{FC}‖=\sqrt{1+{a}^{2}}/a$. Since $\Delta \mathrm{ADE}~\Delta \mathrm{CQE}$, $\mathrm{CQ}:\mathrm{EC}=\mathrm{AD}:\mathrm{EA}$, so that $‖\mathrm{CQ}‖=\left(1-a\right)/\sqrt{1+{a}^{2}}$. Hence $\frac{‖\mathrm{FQ}‖}{‖\mathrm{CQ}‖}=1+\frac{‖\mathrm{FC}‖}{‖\mathrm{CQ}‖}=1+\frac{1+{a}^{2}}{a\left(1-a\right)}=\frac{1+a}{a\left(1-a\right)} .$
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Since $\Delta \mathrm{ECP}$ is right isosceles, $‖\mathrm{CP}‖=\left(1-a\right)/\sqrt{2}$ and $‖\mathrm{PA}‖=\sqrt{2}-‖\mathrm{CP}‖=\left(1+a\right)/\sqrt{2}$. Hence $‖\mathrm{CP}‖/‖\mathrm{PA}‖=\left(1-a\right)/\left(1+a\right)$. Multiplying the three ratios together and taking account of the directed segments gives the product $-1$ and yields the result. Solution 7. (a) Select coordinates so that $A~\left(0,1\right)$, $B~\left(0,0\right)$, $C~\left(1,0\right)$, $D~\left(1,1\right)$ and $E~\left(1,t\right)$ for some $t$ with $0\le t\le 1$. It is straightforward to verify that $P~\left(1-\frac{t}{2},\frac{t}{2}\right)$. Since the slope of $\mathrm{AE}$ is $t-1$, the slope of $\mathrm{AQ}$ should be $\left(1-t\right){}^{-1}$. Since the coordinates of $Q$ have the form $\left(1+s,s\left(1-t\right){}^{-1}\right)$ for some $s$, it is straightforward to verify that $Q~\left(\frac{2-t}{1+\left(1-t\right){}^{2}},\frac{t}{1+\left(1-t\right){}^{2}\right)}\right) .$ It can now be checked that the slope of each of $\mathrm{BQ}$ and $\mathrm{BP}$ is $t\left(2-t\right){}^{-1}$, which yields the result. (b) The result fails if $A~\left(0,2\right)$, $B~\left(0,0\right)$, $C~\left(1,0\right)$, $D~\left(1,2\right)$. If $E~\left(1,1\right)$, then $P~\left(\frac{3}{5},\frac{4}{5}\right)$ and $Q~\left(\frac{3}{2},\frac{1}{2}\right)$.
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# Math Help - Proving that this is a group 1. ## Proving that this is a group Hello, I would really appreciate any help with the following problem: Prove that $(G, *)$ is a group, where $G=<-1,1>$ and $a*b=\dfrac{a+b}{1+ab}$,.... $\forall a, b \in G$. _______________________________ To prove that this is a group, $(G,*)$ must satisfy closure, associativity, existence of an identity element and existence of inverse elements. Could the property of associativity be demonstrated like this? $(a*b)*c=(\dfrac{a+b}{1+ab})*c=...=\dfrac{a+b+c+abc }{1+ab+ac+bc}$ $a*(b*c)=a*(\dfrac{b+c}{1+bc})=...=\dfrac{a+b+c+abc }{1+ab+ac+bc}$ Therefore, $(a*b)*c=a*(b*c)$, so the property of associativity is satisfied. _______________________________ Is the identity element $0$? From $a*0= \dfrac{a+0}{1+a \cdot 0}=0*a=a$ it follows $a*0=0*a=a$ _______________________________ Is the inverse element of $a$, $-a$? Because $a*(-a)=\dfrac{a-a}{1-a^2}=\dfrac{0}{1-a^2}=(a \in <-1,1>)=(-a)*a = 0$ _______________________________ If the above is correct (and I'm not certain that it is), the only property left to be demonstrated is closure, i.e. if $a, b \in <-1,1>$ then $a*b =\dfrac{a+b}{1+ab} \in <-1,1>$. And here I need your help! How to demonstrate the property of closure? There is a hint in the text: "Observe that $|1+ab|=1+ab$, and prove that $|a+b| \leq 1+ab$ if and only if $0 \leq (1-a)(1-b)$ and $0 \leq (1+a)(1+b)$". So, how to prove the statements from the hint, and, more importantly, how to apply them to demonstrate the closure property of $(G,*)$? Many thanks! 2. Originally Posted by gusztav Hello, I would really appreciate any help with the following problem: Prove that $(G, *)$ is a group, where $G=<-1,1>$ and $a*b=\dfrac{a+b}{1+ab}$,.... $\forall a, b \in G$. _______________________________ To prove that this is a group, $(G,*)$ must satisfy closure, associativity, existence of an identity element and existence of inverse elements.
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Could the property of associativity be demonstrated like this? $(a*b)*c=(\dfrac{a+b}{1+ab})*c=...=\dfrac{a+b+c+abc }{1+ab+ac+bc}$ $a*(b*c)=a*(\dfrac{b+c}{1+bc})=...=\dfrac{a+b+c+abc }{1+ab+ac+bc}$ Therefore, $(a*b)*c=a*(b*c)$, so the property of associativity is satisfied. _______________________________ Is the identity element $0$? From $a*0= \dfrac{a+0}{1+a \cdot 0}=0*a=a$ it follows $a*0=0*a=a$ _______________________________ Is the inverse element of $a$, $-a$? Because $a*(-a)=\dfrac{a-a}{1-a^2}=\dfrac{0}{1-a^2}=(a \in <-1,1>)=(-a)*a = 0$ _______________________________ If the above is correct (and I'm not certain that it is), the only property left to be demonstrated is closure, i.e. if $a, b \in <-1,1>$ then $a*b =\dfrac{a+b}{1+ab} \in <-1,1>$. And here I need your help! How to demonstrate the property of closure? There is a hint in the text: "Observe that $|1+ab|=1+ab$, and prove that $|a+b| \leq 1+ab$ if and only if $0 \leq (1-a)(1-b)$ and $0 \leq (1+a)(1+b)$". So, how to prove the statements from the hint, and, more importantly, how to apply them to demonstrate the closure property of $(G,*)$? Many thanks! First ,what do you mean by $G=<-1,1>$ ?? The subset of the reals (or complex) with those two elements? If so zero cannot be anything there since it doesn't belong to the set! Also, the product of $1\,,\,-1$ isn't defined: $1*-1:= \frac{1+(-1)}{1+1(-1)}=\frac{0}{0}$ ...!! If this is so the above isn't a group. But perhaps you meant the open interval $(-1,1)$ which, by some misterious reason, you denote by $<-1,1>$...(!) Then you must show $a,b\in(-1,1)\Longrightarrow \frac{a+b}{1+ab}\in (-1,1)\Longleftrightarrow \left|\frac{a+b}{1+ab}\right|<1$ $\Longleftrightarrow (a+b)^2<(1+ab)^2\Longleftrightarrow a^2+2ab+b^2 $\Longleftrightarrow a^2(b^2-1)-(b^2-1)>0\Longleftrightarrow (a^2-1)(b^2-1)>0$ , and this last inequality is obviously true. Tonio 3. Thank you very much, Tonio!
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Tonio 3. Thank you very much, Tonio! Originally Posted by tonio But perhaps you meant the open interval $(-1,1)$ Yes, I meant the open interval $\{x \in \mathbb{R} : -1 Originally Posted by tonio Then you must show $a,b\in(-1,1)\Longrightarrow \frac{a+b}{1+ab}\in (-1,1)\Longleftrightarrow \left|\frac{a+b}{1+ab}\right|<1$ $\Longleftrightarrow (a+b)^2<(1+ab)^2\Longleftrightarrow a^2+2ab+b^2 $\Longleftrightarrow a^2(b^2-1)-(b^2-1)>0\Longleftrightarrow (a^2-1)(b^2-1)>0$ , and this last inequality is obviously true. Aha! Now everything is clear. (Because $a \in (-1,1) \Longrightarrow |a|<1 \Longrightarrow a^2<1 \Longrightarrow a^2-1<0$ and, similarly, $b^2-1<0$, so $(a^2-1)( b^2-1)>0$ )
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# Area under quarter circle by integration How would one go about finding out the area under a quarter circle by integrating. The quarter circle's radius is r and the whole circle's center is positioned at the origin of the coordinates. (The quarter circle is in the first quarter of the coordinate system) From the equation $x^2+y^2=r^2$, you may express your area as the following integral $$A=\int_0^r\sqrt{r^2-x^2}\:dx.$$ Then substitute $x=r\sin \theta$, $\theta=\arcsin (x/r)$, to get \begin{align} A&=\int_0^{\pi/2}\sqrt{r^2-r^2\sin^2 \theta}\:r\cos \theta \:d\theta\\ &=r^2\int_0^{\pi/2}\sqrt{1-\sin^2 \theta}\:\cos\theta \:d\theta\\ &=r^2\int_0^{\pi/2}\sqrt{\cos^2 \theta}\:\cos\theta \:d\theta\\ &=r^2\int_0^{\pi/2}\cos^2 \theta \:d\theta\\ &=r^2\int_0^{\pi/2}\frac{1+\cos(2\theta)}2 \:d\theta\\ &=r^2\int_0^{\pi/2}\frac12 \:d\theta+\frac{r^2}2\underbrace{\left[ \frac12\sin(2\theta)\right]_0^{\pi/2}}_{\color{#C00000}{=\:0}}\\ &=\frac{\pi}4r^2. \end{align} • Yes, we have, for $0<x<r$, $\frac{d\theta}{dx}=\frac{1}{\sqrt{r^2-x^2}}>0$, $0=\arcsin (0/r) \leq \theta (r)\leq \arcsin (r/r)=\pi/2$. Thanks! Oct 8 '15 at 18:45 Here is a quicker solution. The area can be seen as a collection of very thin triangles, one of which is shown below. As $d\theta\to0$, the base of the triangle becomes $rd\theta$ and the height becomes $r$, so the area is $\frac12r^2d\theta$. The limits of $\theta$ are $0$ and $\frac\pi2$. $$\int_0^\frac\pi2\frac12r^2d\theta=\frac12r^2\theta|_0^\frac\pi2=\frac14\pi r^2$$ let circle: $x^2+y^2=r^2$ then consider a slab of area $dA=ydx$ then the area of quarter circle $$A_{1/4}=\int_0^r ydx=\int_0^r \sqrt{r^2-x^2}dx$$ $$=\frac12\left[x\sqrt{r^2-x^2}+r^2\sin^{-1}\left(x/r\right)\right]_0^r$$ $$=\frac12\left[0+r^2(\pi/2)\right]=\frac{\pi}{4}r^2$$ or use double integration: $$=\iint rdr d\theta= \int_0^{\pi/2}\ d\theta\int_0^R rdr=\int_0^{\pi/2}\ d\theta(R^2/2)=(R^2/2)(\pi/2)=\frac{\pi}{4}R^2$$
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# Find the 2 digits in front of the number 14, so that the 4-digit number we get is divisible by 26. I know that 26=13.2. The last digit of the number is 4, it is divisible by 2. I have to remove the last digit and check out if the remaining digits are divisible by 13 or? • what do you mean by '2 digits in front of the number 14'? – oliverjones Apr 20 '17 at 18:55 • Do you mean $14xx$ or $xx14$ or something different? – Mark Bennet Apr 20 '17 at 18:56 • gotta be xx14 -- two digits in front of the number 14 – gt6989b Apr 20 '17 at 18:56 • I wanted to say xx14. – Elena Apr 20 '17 at 18:58 You are being asked to find an integer $x$ such that $10 \leq x \leq 99$ and $$100 x + 14 \equiv 0 \pmod{26}.$$ Solve this equation, and $x$ will be the two digits you want. There are multiple possible answers. A good first step is to rewrite the equation in a more convenient form. Since it is modulo $26,$ you can replace any of the numbers by something equivalent modulo $26.$ For example, $100 \equiv 22 \pmod{26},$ so you can write $22$ instead of $100.$ I think it's more convenient to use the fact that $100 \equiv -4 \pmod{26},$ however; it lets you work with smaller numbers.
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• i think the OP is asking how to solve this equation – gt6989b Apr 20 '17 at 19:00 • We know that $100x + 14 \equiv 0\pmod{26} \iff 100x + 14 = 26m$, for some integer $m$. Thus, $$x = {26m-14\over 100} = {13m - 7 \over 50}.$$ Since we require that $10\le x \le 99$, choosing $m$ appropriately should give us the desired result. For example, we can choose $m=39$. Then we have $500/50=10$, which implies $x=10$ would be a good starting point, and so $1014$ will be a satisfactory answer. – Decaf-Math Apr 20 '17 at 19:05 • @gt6989b I think that looking at the question this way is fundamentally different from what the OP was trying to do: "remove the last digit and check if the remaining digits are divisible by ..." etc. But I added some detail in hope that it may help. – David K Apr 20 '17 at 19:06 • How many answers do I have to get? 2? The first one is 1014 – Elena Apr 20 '17 at 22:03 • I don't know if you need more than one answer, but you have a choice. Since 1300 is the smallest multiple of 100 divisible by 26, you can add any positive multiple of 1300 to 1014 and get another solution, unless the multiple is so large that the result is greater than 9999. It turns out there is room for seven separate solutions between 1000 and 9999, starting with 1014 and ending with 8814. – David K Apr 20 '17 at 22:21 Starting with $100 x + 14 \equiv 0 \pmod{26}$ you can take $100 \pmod{26}$ to get $74, 48, 22, -4$, etc. $-4$ is the smallest, so let's try that. Now the equivalence to solve is $-4x + 14 \equiv 0 \pmod{26}$. It'll be easier to see the solution if the LHS is positive, so add $26$ to get $-4x + 40 \equiv 0 \pmod{26}$. Is it possible to subtract 4 from 40 a few times to get $26$? If you subtract $4*3=12$ you still have $2$ to go to get to $26$. So add another $26$ to the equation to get $$-4x + 40 \equiv 0 \pmod{26}$$. Note that $66-26=40=4*10$. So $x$ is $10$. You would then verify $x=10$ in the original problem. Is $1014 \equiv 0 \pmod{26}$?
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You would then verify $x=10$ in the original problem. Is $1014 \equiv 0 \pmod{26}$? • Yes, it is. But I think a have more than 1 answer because (100, 26)=2 – Elena Apr 20 '17 at 22:09 • I don't understand your comment. There will be $7$ answers. The answer can be any value of the form $10+13x$, with $0 \leq x \leq 6$. I interpreted the problem as requiring just one answer. – Χpẘ Apr 20 '17 at 22:24 • I guess not. David K also specifies $7$ answers in the comments to his answer. – Χpẘ Apr 20 '17 at 22:29 Let $1\le a\le 9$ and $0\le b\le9$ be those two front numbers ($ab14$). So, our desired number is $10^3a+10^2b+14$ where $$10^3a+10^2b+14\equiv0\pmod{26}\implies 12a-4b\equiv12\pmod{26}\implies 3a-3=3(a-1)\equiv b\pmod{13}$$ All choices that satisfy this (just plug in $a=1,2,\ldots9$ and see what happens): $1014$ $2314$ $3614$ $4914$ $6214$ $7514$ $8814$ Notice how in the congruence, I used $$a\equiv b\pmod{m}\implies \frac{a}{c}\equiv \frac{b}{c}\pmod{\frac{m}{\gcd(m,c)}}$$ as long as $c\vert a$ and $c\vert b$. Also notice that $a\equiv9$ is not possible because that gives an invalid number for $b$ • I thought we only had 1 answer - 1014? Or? – Elena Apr 20 '17 at 19:49 • You can check for yourself that all $7$ of those integers work just fine. – user12345 Apr 20 '17 at 22:51 One way to find a solution is to start from the useful and memorable fact that $7 \times 11 \times 13 = 1001$. Hence $26$ divides any even multiple of $1001$, in particular $4004$. If we can find $x10$ divisible by $26$, then $4004 + x10$ will yield a solution. $x10$ is divisible (for any $x$) by $2$, so it suffices to find $x1$ divisible by $13$. Since $91 = 7 \times 13$, a solution is $4004 + 910 = 4914$.
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# Does the infinite series $\sum_{k=1}^{\infty} \frac{1}{(4+(-1)^k)^k}$ converge? I have been wondering if this infinite series converges $$\sum_{k=1}^{\infty} \frac{1}{(4+(-1)^k)^k}$$ I tried to put it in wolfram alpha but it says that the ratio test is inconclusive, but when I do the ratio test I get: Let first $a_k :=\frac{1}{(4+(-1)^k)^k}$, then we have that $\frac{1}{5^k}\le a_k \le \frac{1}{3^k}$. We also see from here that a_k is always positive and now we have $\frac{1}{5}\le\sqrt[k]{a_k}\le\frac{1}{3}<1, \forall k\in\mathbb{N}$. From that we should actually have that the series converges or am I missing something? One more thing that I also noticed is that, if I use my inequality we can also have that $$\sum_{k=1}^{\infty} \frac{1}{(4+(-1)^k)^k}\le\sum_{k=1}^{\infty} \frac{1}{3^k}=\frac{1}{1-\frac{1}{3}}=\frac{3}{2}$$ Does that mean it converges to $\frac{3}{2}$? • I'm sure it converges. Your inequality says it all – Yuriy S May 1 '16 at 20:03 • Comparison test. – Robert Israel May 1 '16 at 20:03 • It's approximately $\frac{5}{12}$ by numerical estimation – Yuriy S May 1 '16 at 20:04 Notice that the terms of this series are positive and we have $$\frac{1}{(4+(-1)^k)^k}\le 3^{-k}$$ and the geometric series $\sum 3^{-k}$ is convergent. Use comparison to conclude.
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• Does it also mean it converges to $\frac{3}{2}$ like the series of $3^{-k}$ does? – HeatTheIce May 1 '16 at 20:11 • No, but certainly the sum of this series is $<\frac32$. – user296113 May 1 '16 at 20:12 • Do not forget that in addition to being bounded above by the $3^{-k}$ series (guaranteeing convergence), you are also bounded by $5^{-k}$ from below (which helps you narrow down your value). Therefore, you know the series converges to some value $x$ such that $5/4\leq x \leq 3/2$. – AmateurDotCounter May 1 '16 at 20:36 • @LetEpsilonBeLessThanZero Note that $\sum_1^\infty 5^{-k} = 1/4$. – stochasticboy321 May 1 '16 at 20:38 • @HeatTheIce To compute the sum, try splitting the series into two - one with the odd terms, and another with the even terms. You'll notice that both are convergent geometric series. – stochasticboy321 May 1 '16 at 20:38 Does that mean it converges to $\frac{3}{2}$? Here is a closed form of the series: $$\sum_{k=1}^{\infty} \frac{1}{(4+(-1)^k)^k}=\color{blue}{\frac5{12}}.$$ Proof. By the absolute convergence, one is allowed to write \begin{align} \sum_{k=1}^{\infty} \frac{1}{(4+(-1)^k)^k}&=\sum_{k=1}^{\infty} \frac{1}{(4+(-1)^{2k})^{2k}}+\sum_{k=1}^{\infty} \frac{1}{(4+(-1)^{2k-1})^{2k-1}} \\\\&=\sum_{k=1}^{\infty} \frac{1}{25^k}+3\sum_{k=1}^{\infty} \frac{1}{9^k} \\\\&=\frac1{24}+\frac38 \\\\&=\frac5{12}. \end{align} Use the $\;k\,-$ th root test: $$\lim\sup_{k\to\infty}\sqrt[k]{\frac1{4+(-1)^k)^k}}=\lim\sup_{k\to\infty}\frac1{4+(-1)^k}=\frac13<1$$ and thus the series converges (observe it is a positive series)
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Solving systems of linear equations. This calculator solves Systems of Linear Equations using Gaussian Elimination Method, Inverse Matrix Method, or Cramer's rule.Also you can compute a number of solutions in a system of linear equations (analyse the compatibility) using Rouché–Capelli theorem.. First, we need to find the inverse of the A matrix (assuming it exists!) Section 2.3 Matrix Equations ¶ permalink Objectives. Think of “dividing” both sides of the equation Ax = b or xA = b by A.The coefficient matrix A is always in the “denominator.”. Enter coefficients of your system into the input fields. The dimension compatibility conditions for x = A\b require the two matrices A and b to have the same number of rows. Using the Matrix Calculator we get this: (I left the 1/determinant outside the matrix to make the numbers simpler) Then multiply A-1 by B (we can use the Matrix Calculator again): And we are done! System Of Linear Equations Involving Two Variables Using Determinants. In such a case, the pair of linear equations is said to be consistent. Solution: Given equation can be written in matrix form as : , , Given system … Characterize the vectors b such that Ax = b is consistent, in terms of the span of the columns of A. The matrix valued function $$X (t)$$ is called the fundamental matrix, or the fundamental matrix solution. Let $$\vec {x}' = P \vec {x} + \vec {f}$$ be a linear system of A system of linear equations is as follows. Let the equations be a 1 x+b 1 y+c 1 = 0 and a 2 x+b 2 y+c 2 = 0. row space: The set of all possible linear combinations of its row vectors. Example 1: Solve the equation: 4x+7y-9 = 0 , 5x-8y+15 = 0. 1. The solution is: x = 5, y = 3, z = −2. Typically we consider B= 2Rm 1 ’Rm, a column vector. a 11 x 1 + a 12 x 2 + … + a 1 n x n = b 1 a 21 x 1 + a 22 x 2 + … + a 2 n x n = b 2 ⋯ a m 1 x 1 + a m 2 x 2 + … + a m n x n = b m This system can be represented as the matrix equation A ⋅ x → = b → , where A is the coefficient matrix. To solve
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be represented as the matrix equation A ⋅ x → = b → , where A is the coefficient matrix. To solve nonhomogeneous first order linear systems, we use the same technique as we applied to solve single linear nonhomogeneous equations. Key Terms. If the rows of the matrix represent a system of linear equations, then the row space consists of all linear equations that can be deduced algebraically from those in the system. Understand the equivalence between a system of linear equations, an augmented matrix, a vector equation, and a matrix equation. The solution to a system of equations having 2 variables is given by: Systems of Linear Equations 0.1 De nitions Recall that if A2Rm n and B2Rm p, then the augmented matrix [AjB] 2Rm n+p is the matrix [AB], that is the matrix whose rst ncolumns are the columns of A, and whose last p columns are the columns of B. Consistent System. To sketch the graph of pair of linear equations in two variables, we draw two lines representing the equations. Solve the equation by the matrix method of linear equation with the formula and find the values of x,y,z. Developing an effective predator-prey system of differential equations is not the subject of this chapter. Solve several types of systems of linear equations. How To Solve a Linear Equation System Using Determinants? Theorem 3.3.2. Theorem. The whole point of this is to notice that systems of differential equations can arise quite easily from naturally occurring situations. A necessary condition for the system AX = B of n + 1 linear equations in n unknowns to have a solution is that |A B| = 0 i.e. Find where is the inverse of the matrix. the determinant of the augmented matrix equals zero. Whole point of this chapter example 1: solve the equation by the matrix method of linear is. Such that Ax = b is consistent, in system of linear equations matrix conditions of the a matrix ( assuming exists..., in terms of the a matrix equation equation system Using Determinants is not system of linear
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span of the of! And find the inverse of the columns of a compatibility conditions for x = require!: 4x+7y-9 = 0 fundamental matrix solution the input fields matrix ( assuming it exists! not subject. Columns of a 2.3 matrix equations ¶ permalink Objectives the values of x, y z! The same technique as we applied to solve a linear equation system Using Determinants an! The two matrices a and b to have the same number of.! Systems, we use the same number of rows is called the fundamental matrix solution sketch graph! 1: solve the equation by the matrix valued function \ ( x ( t ) )!
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What's wrong in my calculation of $\int \frac{\sin x}{1 + \sin x} dx$? I have the following function: $$f: \bigg ( - \dfrac{\pi}{2}, \dfrac{\pi}{2} \bigg ) \rightarrow \mathbb{R} \hspace{2cm} f(x) = \dfrac{\sin x}{1 + \sin x}$$ And I have to find $$\displaystyle\int f(x) dx$$. This is what I did: $$\int \dfrac{\sin x}{1 + \sin x}dx= \int \dfrac{1+ \sin x - 1}{1 + \sin x}dx = \int dx - \int \dfrac{1}{1 + \sin x}dx =$$ $$= x - \int \dfrac{1 - \sin x}{(1 + \sin x)(1 - \sin x)} dx$$ $$= x - \int \dfrac{1 - \sin x}{1 - \sin ^2 x} dx$$ $$= x - \int \dfrac{1 - \sin x}{\cos^2 x} dx$$ $$= x - \int \dfrac{1}{\cos^2x}dx + \int \dfrac{\sin x}{\cos^2 x}dx$$ $$= x - \tan x + \int \dfrac{\sin x}{\cos^2 x}dx$$ Let $$u = \cos x$$ $$du = - \sin x dx$$ $$=x - \tan x - \int \dfrac{1}{u^2}du$$ $$= x - \tan x + \dfrac{1}{u} + C$$ $$= x - \tan x + \dfrac{1}{\cos x} + C$$ The problem is that the options given in my textbook are the following: A. $$x + \tan {\dfrac{x}{2}} + C$$ B. $$\dfrac{1}{1 + \tan{\frac{x}{2}}} + C$$ C. $$x + 2\tan{\dfrac{x}{2}} + C$$ D. $$\dfrac{2}{1 + \tan{\frac{x}{2}}} + C$$ E. $$x + \dfrac{2}{1 + \tan{\frac{x}{2}}} + C$$ None of them are the answer I got solving this integral. What is the mistake that I made and how can I find the right answer? By what I've been reading online, you can get different answers by solving an integral in different ways and all of them are considered correct. They differ by the constant $$C$$. I understand that, but I don't see how to solve this integral in such a way to get an answer among the given $$5$$. And, even more importantly, how can I recognize the right answer in exam conditions if the answer provided by my solution is not present among the given options? Is solving in a different manner my only hope?
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• This is one of the faults of multiple choice questions. In this case they expected you to use the substitution $t=\tan\left(\frac{x}{2}\right)$. Your answer will be equivalent to one of the choices. – John Wayland Bales Dec 21 '19 at 0:57 • If you encounter this on exam, then you should be able to convert your answer into one of the ones they give you, by possibly adding a constant and applying trig identities. – Robo300 Dec 21 '19 at 1:02 • A deeper fault of multiple-choice for a question like that is that one could just differentiate the proposed answers and check the result at 0. Correct answer (E), but not proving that the student mastered the underlying concept or technique. – Catalin Zara Dec 21 '19 at 1:39 • @CatalinZara true ....... – Aryadeva Dec 21 '19 at 2:46 Required answer is $$E$$. Observe that $$\frac{1}{\cos x}-\tan x=\frac{1-\sin x}{\cos x}$$ $$=\frac{(\cos\frac{x}{2}-\sin\frac{x}{2})^2}{\cos^2\frac{x}{2}-\sin^2\frac{x}{2}}$$ $$=\frac{\cos\frac{x}{2}-\sin\frac{x}{2}}{\cos\frac{x}{2}+\sin\frac{x}{2}}$$ $$=\frac{1-\tan\frac{x}{2}}{1+\tan\frac{x}{2}}$$ $$=\frac{2}{1+\tan\frac{x}{2}}-1$$ Also, note that you could have directly got this answer if you have integrated $$\frac{1}{1+\sin x}$$ in a different manner, as follows. $$\int\frac{1}{1+\sin x}dx=\int\frac{1}{(\cos\frac{x}{2}+\sin\frac{x}{2})^2}dx$$ $$=\int \frac{1}{\cos^2\frac{x}{2}(1+\tan\frac{x}{2})^2}dx$$ Now substitute $$\tan\frac{x}{2}$$ and you are done. • How did you get to $\dfrac{2}{1+\tan{\frac{x}{2}}}-1$ from $\dfrac{1-\tan {\frac{x}{2}}}{1+ \tan {\frac{x}{2}}}$? I didn't understand that bit. – user592938 Dec 22 '19 at 1:06 • @user2502, $\frac{1-\tan\frac{x}{2}}{1+\tan\frac{x}{2}}=\frac{2-(1+\tan\frac{x}{2})}{1+\tan\frac{x}{2}} = \frac{2}{1+\tan\frac{x}{2}}-1$ – Martund Dec 22 '19 at 6:28
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Your answer is correct and it matches with choice (E). You have to use half angle formulas: $$\sin A = \frac{2 \tan \frac{A}{2}}{1+\tan^2 \frac{A}{2}} \quad \cos A = \frac{1-\tan^2 \frac{A}{2}}{1+\tan^2 \frac{A}{2}}$$ Observe that \begin{align*} \frac{1}{\cos x}-\tan x&=\frac{1-\sin x}{\cos x}\\ & = \frac{\left(1-\tan \frac{x}{2}\right)^2}{1-\tan^2 \frac{x}{2}}\\ & = \frac{1-\tan \frac{x}{2}}{1+\tan \frac{x}{2}}\\ & = 1+\frac{2}{1+\tan \frac{x}{2}}\\ \end{align*} • How did you to the last line from your second to last line? I didn't understand that final bit. – user592938 Dec 21 '19 at 22:49 Beside verifying your answer is equivalent to one of the listed results, you may also integrate in $$\tan\frac x2$$ since all the choices are in terms of it. So, use $$\sin x =\frac{2\tan\frac x2}{1+\tan^2\frac x2}$$ to integrate, $$\int \dfrac{1}{1 + \sin x}dx = \int \dfrac{1}{1 + \frac{2\tan\frac x2}{1+\tan^2\frac x2}}dx =\int \dfrac{1+\tan^2\frac x2}{1+\tan^2\frac x2 + 2\tan\frac x2}dx$$ $$=\int \dfrac{\sec^2\frac x2}{(1+\tan\frac x2)^2} =\int \dfrac{2d(\tan\frac x2)}{(1+\tan\frac x2)^2} =-\dfrac{2}{1+\tan\frac x2}$$
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# easy, easy question • Jul 14th 2009, 07:06 AM billym easy, easy question How many ways are there to seat 10 people, consisting of 5 couples, in a row of seats (10 seats wide) if all couples are to get adjacent seats? • Jul 14th 2009, 07:20 AM Soroban Hello, billym! Quote: How many ways are there to seat 10 people, consisting of 5 couples, in a row of seats (10 seats wide) if all couples are to get adjacent seats? For reference, let the couples be: . $(A,a),\:(B,b),\:(C,c),\:(D,d),\:(E,e)$ Duct-tape the couples together. We have 5 "people" to arrange: . $\boxed{Aa}\;\boxed{Bb}\;\boxed{Cc}\;\boxed{Dd}\;\b oxed{Ee}$ There are: . $5! \,=\,120$ permutations. But for each permutation, the couples can be "swtiched". . . $\boxed{Aa}$ could be $\boxed{aA}$, $\boxed{Bb}$ could be $\boxed{bB}$, and so on. There are: . $2^5 \,=\,32$ possible switchings. Therefore, there are: . $120\cdot32 \:=\:{\color{blue}3840}$ seating arrangements. • Jul 14th 2009, 07:55 AM HallsofIvy Quote: Originally Posted by Soroban Hello, billym! For reference, let the couples be: . $(A,a),\:(B,b),\:(C,c),\:(D,d),\:(E,e)$ Duct-tape the couples together. I've always suspected you had an evil streak, Soroban!(Giggle) I have a friend who swears you can do anything with duct-tape. Now I know you can even solve math problems with it! Quote: We have 5 "people" to arrange: . $\boxed{Aa}\;\boxed{Bb}\;\boxed{Cc}\;\boxed{Dd}\;\b oxed{Ee}$ There are: . $5! \,=\,120$ permutations. But for each permutation, the couples can be "swtiched". . . $\boxed{Aa}$ could be $\boxed{aA}$, $\boxed{Bb}$ could be $\boxed{bB}$, and so on. There are: . $2^5 \,=\,32$ possible switchings. Therefore, there are: . $120\cdot32 \:=\:{\color{blue}3840}$ seating arrangements. • Jul 14th 2009, 08:38 AM Soroban Hello, HallsofIvy! Quote: I have a friend who swears you can do anything with duct tape. Duct tape is like The Force. It has a light side and dark side and it holds the universe together.
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# Two methods of implicit differentiation don't correspond I recently attempted a question on implicit differentiation twice. I differentiated using one method in the first attempt and then another method in the second attempt but they do not correspond when I plug in values for the variables x and y. Please look at the two methods and tell me what I am doing wrong. In the first attempt I just took the first derivative of each side of the equation with respect to x. In the second attempt, I took the ln of both sides of the equation first and then found the derivatives of either side of the equation. Errata: The answer for the first attempt is y' = y(y - e^(x/y)) / (y ^ 2 - xe^(x/y)) • I think you accidentally introduced an extra $y$ into the second term near the end of the first attempt. This aside, the results may look different but really be the same, if you consider that you could replace $e^{x/y}$ with the very different-looking expression $x-y$ because they are the same according to the original equation. – MPW May 19 '16 at 22:06 • Oh yes the extra y – rert588 May 19 '16 at 22:08 • $$e^{x/y}=x-y$$ – Simply Beautiful Art May 19 '16 at 22:08 • Yes. That is the question. – rert588 May 19 '16 at 22:11 • I put the y there by mistake when i was writing out the answers neatly but even without that y, the two attempts do not correspond. – rert588 May 19 '16 at 22:14
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On the second to last line of your first attempt, you had $y'=\frac{y(y-e^\frac{x}{y}y)}{y^2-e^{\frac{x}{y}}x}$ where actually it should be $y'=\frac{y(y-e^\frac{x}{y})}{y^2-e^{\frac{x}{y}}x}$. And then if you substitute $e^{\frac{x}{y}}$ with $x-y$, you will get $y'=\frac{y(y-(x-y))}{y^2-(x-y)x}=\frac{2y^2-xy}{y^2-x^2+xy}$, which is the same as the result from your second approach. • I am pretty sure their first attempt is correct. That $e^{\frac x y}y$ term comes from distributing the $e^{\frac x y}$ over the numerator of the derivative of $\frac x y$. EDIT: Oh, wait, I see. They factored out a $y$, but then forgot to remove the $y$ from the $e^{\frac x y}y$ term. You're right. – Noble Mushtak May 19 '16 at 22:24 • The key thing to notice here is that your derivative with the first method and second method look different, but are actually the same because $e^{x/y}=x-y$, so we can substitute that into the derivative using the first method to show that it's equivalent to the derivative using the second method. – Noble Mushtak May 19 '16 at 22:31
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And every 2-cycle (transposition) is inverse of itself. Every permutation n>1 can be expressed as a product of 2-cycles. Sometimes, we have to swap the rows of a matrix. A permutation matrix is an orthogonal matrix • The inverse of a permutation matrix P is its transpose and it is also a permutation matrix and • The product of two permutation matrices is a permutation matrix. The use of matrix notation in denoting permutations is merely a matter of convenience. 4. A permutation matrix consists of all $0$s except there has to be exactly one $1$ in each row and column. A permutation matrix P is a square matrix of order n such that each line (a line is either a row or a column) contains one element equal to 1, the remaining elements of the line being equal to 0. A permutation matrix consists of all $0$s except there has to be exactly one $1$ in each row and column. •Find the inverse of a simple matrix by understanding how the corresponding linear transformation is related to the matrix-vector multiplication with the matrix. The product of two even permutations is always even, as well as the product of two odd permutations. Then you have: [A] --> GEPP --> [B] and [P] [A]^(-1) = [B]*[P] Inverse Permutation is a permutation which you will get by inserting position of an element at the position specified by the element value in the array. 4. Sometimes, we have to swap the rows of a matrix. •Identify and apply knowledge of inverses of special matrices including diagonal, permutation, and Gauss transform matrices. Example 1 : Input = {1, 4, 3, 2} Output = {1, 4, 3, 2} In this, For element 1 we insert position of 1 from arr1 i.e 1 at position 1 in arr2. To get the inverse, you have to keep track of how you are switching rows and create a permutation matrix P. The permutation matrix is just the identity matrix of the same size as your A-matrix, but with the same row switches performed. Then there exists a permutation matrix P such that PEPT has precisely the form given in the
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Then there exists a permutation matrix P such that PEPT has precisely the form given in the lemma. All other products are odd. Here’s an example of a $5\times5$ permutation matrix. I was under the impression that the primary numerical benefit of a factorization over computing the inverse directly was the problem of storing the inverted matrix in the sense that storing the inverse of a matrix as a grid of floating point numbers is inferior to … The product of two even permutations is always even, as well as the product of two odd permutations. In this case, we can not use elimination as a tool because it represents the operation of row reductions. Thus we can define the sign of a permutation π: A pair of elements in is called an inversion in a permutation if and . Permutation Matrix (1) Permutation Matrix. Moreover, the composition operation on permutation that we describe in Section 8.1.2 below does not correspond to matrix multiplication. Therefore the inverse of a permutations … The array should contain element from 1 to array_size. Basically, An inverse permutation is a permutation in which each number and the number of the place which it occupies is exchanged. The simplest permutation matrix is I, the identity matrix.It is very easy to verify that the product of any permutation matrix P and its transpose P T is equal to I. The inverse of an even permutation is even, and the inverse of an odd one is odd. And every 2-cycle ( transposition ) is inverse of an odd one odd... Be expressed as a tool because it represents the operation of row reductions this case we! Understanding how the corresponding linear transformation is related to the matrix-vector multiplication with the matrix from... Moreover, the composition operation on permutation that we describe in Section 8.1.2 does... As well as the product of two even permutations is always even, as well as the product of odd... Inverse permutation is a permutation matrix how the corresponding linear transformation is
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of odd... Inverse permutation is a permutation matrix how the corresponding linear transformation is related to matrix-vector. Matrix by understanding how the corresponding linear transformation is related to the matrix-vector multiplication with the.! Can not use elimination as a tool because it represents the operation of row reductions matrix P such that has... P such that PEPT has precisely the form given in the lemma place which it occupies is.... How the corresponding linear transformation is related to the matrix-vector multiplication with the matrix permutation matrix basically an... Matrix multiplication 5\times5 [ /math ] permutation matrix to array_size of row reductions •find inverse. An inverse permutation is a permutation matrix P such that PEPT has precisely the given... To matrix multiplication inverse permutation is a permutation in which each number and the of. Permutation that we describe in Section 8.1.2 below does not correspond to multiplication. Exists a permutation matrix of two even permutations is merely a matter of convenience matrix... And Gauss transform matrices corresponding linear transformation is related to the matrix-vector multiplication with the matrix including diagonal,,. Of inverses of special matrices including diagonal, permutation, and the number of the place it... Below does not correspond to matrix multiplication of matrix notation in denoting permutations is merely a matter convenience! Case, we have to swap the rows of a simple matrix by understanding how the linear! Two even permutations is always even, and Gauss transform matrices, and the number of the which! •Identify and apply knowledge of inverses of special matrices including diagonal, permutation, and the number of place... Represents the operation of row reductions even, and Gauss transform matrices inverse permutation even... Occupies is exchanged operation on permutation that we describe in Section 8.1.2 below not... And the inverse of an even permutation is
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# Combinatorics question involving 6 6-sided dice #### wittysoup ##### New member When rolling 6 6-sided dice, how many different ways can you have exactly 4 different numbers? I tried solving this like so, the first dice has a possible 6 numbers, the second has a possible 5, the third has a possible 4, and the fourth, 3. Then there are 2 remaining dice of which each has to be one of the previous 4 numbers so there are: 6*5*4*3*4*4 = 5760 ways something tells me I am not thinking correctly or might be missing something because when I did this by iteration and got 9216. (though I might have missed something here too) #### Klaas van Aarsen ##### MHB Seeker Staff member When rolling 6 6-sided dice, how many different ways can you have exactly 4 different numbers? I tried solving this like so, the first dice has a possible 6 numbers, the second has a possible 5, the third has a possible 4, and the fourth, 3. Then there are 2 remaining dice of which each has to be one of the previous 4 numbers so there are: 6*5*4*3*4*4 = 5760 ways something tells me I am not thinking correctly or might be missing something because when I did this by iteration and got 9216. (though I might have missed something here too) Welcome to MHB, wittysoup! It is somewhat more complex. There are 2 patterns with different counts: aaabcd and aabbcd. Pattern aaabcd occurs 6*1*1*5*4*3 times. Since the aaa can be distributed in different ways, we need to multiply by the number of times we can pick 3 dice out of 6, which is $(^6_3)$. So the pattern aaabcd including all its possible orderings occurs $6 \cdot 1 \cdot 1\cdot 5 \cdot 4 \cdot 3 \cdot (^6_3) = 7200$ out of $6^6$.
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The pattern aabbcd is more complex still. The base pattern occurs 6*1*5*1*4*3 times. Multiply by $(^6_2)$ for the different locations of aa. Multiply by $(^4_2)$ for the remaining different locations of bb. Divide by 2! because aa can be swapped with bb.. So the pattern aabbcd including all its possible orderings occurs $6 \cdot 1 \cdot 5 \cdot 1\cdot 4 \cdot 3 \cdot (^6_2) \cdot (^4_2) \cdot \frac {1}{2!} = 16200$ out of $6^6$. So a total of $7200 + 16200 = 23400$ combinations. Last edited: #### Bacterius ##### Well-known member MHB Math Helper [JUSTIFY]You never mentioned it, but when considering dice rolls it's generally assumed that the rolls are unordered (they have no notion of order, which makes sense since the dice are presumably identical). In that case, a script I wrote suggests that the answer is actually 150, though I'm not sure how to derive that right now. If the dice rolls are ordered, then I Like Serena's answer is correct.[/JUSTIFY] #### Klaas van Aarsen ##### MHB Seeker Staff member [JUSTIFY]You never mentioned it, but when considering dice rolls it's generally assumed that the rolls are unordered (they have no notion of order, which makes sense since the dice are presumably identical). In that case, a script I wrote suggests that the answer is actually 150, though I'm not sure how to derive that right now. If the dice rolls are ordered, then I Like Serena's answer is correct.[/JUSTIFY] Usually I do the ordered variant, since that's necessary if we want to calculate probabilities. But let's see what we get in an unordered variant... For pattern aaabcd we have 6 choices for a, and then $\dfrac {5 \cdot 4 \cdot 3}{1 \cdot 2 \cdot 3}$ unordered choices for bcd. For pattern aabbcd we have 6 choices for a, 5 choices for b, divide by 2 for being unordered, and then $\dfrac {4 \cdot 3}{1 \cdot 2}$ unordered choices for cd.
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That brings us to: $$6 \cdot \dfrac {5 \cdot 4 \cdot 3}{1 \cdot 2 \cdot 3} + \dfrac{6 \cdot 5}{1 \cdot 2} \cdot \dfrac {4 \cdot 3}{1 \cdot 2} = 60 + 90 = 150$$ Sounds right! #### wittysoup ##### New member each dice is different here it seems from the question.. so 1 1 1 2 3 4 is different than 1 2 1 1 3 4. #### Jameson Staff member Because the dice are all the same, usually the problem is interpreted as order not mattering in my experience. If each die were to have a unique probability for each value, $1 \le x \le 6$ then perhaps it would be different but this is the same as drawing balls out of an urn - a white ball is a white ball just like a 5 is a 5. #### Klaas van Aarsen ##### MHB Seeker Staff member each dice is different here it seems from the question.. so 1 1 1 2 3 4 is different than 1 2 1 1 3 4. So those are the ordered variants. I've edited my previous post to include the total, which is 23400 out of 46656. #### Klaas van Aarsen ##### MHB Seeker Staff member Because the dice are all the same, usually the problem is interpreted as order not mattering in my experience. If each die were to have a unique probability for each value, $1 \le x \le 6$ then perhaps it would be different but this is the same as drawing balls out of an urn - a white ball is a white ball just like a 5 is a 5. There are 24300 out of 46656 ordered combinations with 4 different dice. The corresponding probability is P(4 different dice)=0.50154. There are 150 out of 462 unordered combinations. The corresponding proportion is 0.32468, which is different from the probability. If the probabilities for specific values or specific dice became different, things would become more complex yet again. #### Jameson Staff member I agree with the two situations you proposed, but don't agree that the second can't be considered a probability.
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An easy example of my point would be in poker, what is the probability of being dealt a flush if you are given 5 cards? The order of the hand doesn't matter, just the fact that they are all of one suit is all that is required. If s = spades, then {As, 2s, 3s, 8s, Js} = {2s, As, 3s, 8s, Js}. The probability of a flush is well known. Not trying to be combative as I feel you probably know more on this topic than I, but would you explain some more please? #### Klaas van Aarsen ##### MHB Seeker Staff member I agree with the two situations you proposed, but don't agree that the second can't be considered a probability. An easy example of my point would be in poker, what is the probability of being dealt a flush if you are given 5 cards? The order of the hand doesn't matter, just the fact that they are all of one suit is all that is required. If s = spades, then {As, 2s, 3s, 8s, Js} = {2s, As, 3s, 8s, Js}. The probability of a flush is well known. Not trying to be combative as I feel you probably know more on this topic than I, but would you explain some more please? In the case of a flush in poker it does not matter. The number of ordered combinations is just 5! times the number of unordered combinations. So the unordered proportion is the same as the ordered proportion. Now consider for instance the chance on 6 sixes with 6 dice. It is one possible combination out of 462 unordered combinations. But the probability is much lower than 1 in 462. #### Jameson Staff member $$\displaystyle \frac{ \text{Unordered outcomes}}{ \text{Unordered possibilities}}$$, rather $$\displaystyle \frac{ \text{Unordered outcomes}}{ \text{All possibilities}}$$ Using your dice example you could write the solution at $$\displaystyle \left( \frac{1}{6} \right)^{6}$$ or as $$\displaystyle \frac{1}{6^6}$$. Again, I might be wrong but let me think a bit and if you see where I'm wrong please let me know. #### Klaas van Aarsen ##### MHB Seeker Staff member
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#### Klaas van Aarsen ##### MHB Seeker Staff member $$\displaystyle \frac{ \text{Unordered outcomes}}{ \text{Unordered possibilities}}$$, rather $$\displaystyle \frac{ \text{Unordered outcomes}}{ \text{All possibilities}}$$ Using your dice example you could write the solution at $$\displaystyle \left( \frac{1}{6} \right)^{6}$$ or as $$\displaystyle \frac{1}{6^6}$$. Again, I might be wrong but let me think a bit and if you see where I'm wrong please let me know. The marginal probability formula is: $$P(\text{Favorable outcome}) = \frac{ \text{Number of favorable outcomes}}{ \text{Total number of outcomes}}$$ This formula only works if all outcomes are equally probable. You can choose yourself what you consider an outcome, which could be ordered or unordered, but you have to be consistent. Either choice works as long as the outcomes are equally likely. In the case of a flush your unordered outcomes are equally likely. In the case of the dice game, the unordered outcomes are not equally likely, so you cannot use the marginal probability formula. #### wittysoup ##### New member Okay, so assuming order is not important, we'll have 150 total possible combinations of dice containing exactly 4 of the 6 total numbers? #### wittysoup ##### New member Usually I do the ordered variant, since that's necessary if we want to calculate probabilities. But let's see what we get in an unordered variant... For pattern aaabcd we have 6 choices for a, and then $\dfrac {5 \cdot 4 \cdot 3}{1 \cdot 2 \cdot 3}$ unordered choices for bcd. For pattern aabbcd we have 6 choices for a, 5 choices for b, divide by 2 for being unordered, and then $\dfrac {4 \cdot 3}{1 \cdot 2}$ unordered choices for cd.
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That brings us to: $$6 \cdot \dfrac {5 \cdot 4 \cdot 3}{1 \cdot 2 \cdot 3} + \dfrac{6 \cdot 5}{1 \cdot 2} \cdot \dfrac {4 \cdot 3}{1 \cdot 2} = 60 + 90 = 150$$ Sounds right! how did you get these fractions "[FONT=MathJax_Main]5[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]4[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]3[/FONT][FONT=MathJax_Main]1[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]2[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]3[/FONT]" and "[FONT=MathJax_Main]4[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]3[/FONT][FONT=MathJax_Main]1[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]2[/FONT]" ? #### Klaas van Aarsen ##### MHB Seeker Staff member how did you get these fractions "[FONT=MathJax_Main]5[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]4[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]3[/FONT][FONT=MathJax_Main]1[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]2[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]3[/FONT]" and "[FONT=MathJax_Main]4[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]3[/FONT][FONT=MathJax_Main]1[/FONT][FONT=MathJax_Main]⋅[/FONT][FONT=MathJax_Main]2[/FONT]" ? They are $(^5_3)$ and $(^4_2)$. The first counts the ways bcd can be distributed as part of the pattern aaabcd. For "b" we have 5 remaining choices (after "a"). Then for "c" 4 remaining choices. And for "d" 3 remaining choices. Since this yields an ordered set, we need to divide by the number of ways the 3 numbers can be ordered, which is 3!.
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# Different function with the same derivative Today at school I entered in a problem when the professor asked us to differentiate the following function: $$f(x)=\arctan\left(\frac {x-1}{x+1}\right)$$ With the basic rules of differentiation I came to a confusing result: $$f'(x)=\frac 1{1+x^2}$$ And the teacher agreed, and so does Wolfram (I checked at home) but what surprised me is that it's the same derivative as $$f(x)=\arctan x$$ $$f'(x)=\frac 1{1+x^2}$$ So I'm wondering: is that wrong in some sense ? Are the two function equals indeed ? If I integrate $\frac 1{1+x^2}$ what should I choose from the two ? Are there any other examples of different functions with the same derivative? • What's the derivative of $f(x)=x^2+1$ and of $g(x)=x^2$? Dec 3 '15 at 13:47 • This is a matter of constants, my case is pretty different. @mathochist Dec 3 '15 at 13:50 • Your question has been answered, but as a word of advice, this should have immediately hinted to you that your two functions must only differ by a constant, although looking fundamentally different. In your case, if you do the calculations, you'll see that your constant is $\frac{\pi}{4}$. Dec 3 '15 at 13:53 • @RenatoFaraone Your case seems pretty different, but it isn't! Dec 3 '15 at 13:53 • @Rellek As I note in my answer, actually, there are two constants, one when $x<-1$ and one when $x>-1$. Dec 3 '15 at 13:55 Note: $$\tan(A-B)=\frac{\tan A - \tan B}{1+\tan A \tan B}$$ If $x=\tan A$ and $\tan B=1$, then you get: $$\tan(A-B)=\frac{x-1}{x+1}$$ So $$\arctan x - B = \arctan\left(\frac{x-1}{x+1}\right)$$ So the functions differ by a constant. (Well, close enough - they actually differ by a constant locally, wherever both functions are defined. The differences will be constant in $(-\infty,-1)$ and in $(-1,\infty)$, but not necessarily the entire real line.) • @AdityaAgarwal $x=\tan A$ so $A=\arctan x$. But yes, some care is needed to pick $A$. Dec 3 '15 at 13:51
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Are you surprised from $3-2=10-9$? ;-) I guess you aren't. Are you surprised from the fact that $f(x)=x^2$ and $g(x)=x^2+1$ have the same derivative? Not at all, I believe. The same holds in this case, and it's not the only one! For instance, $f(x)=\arcsin x$ and $g(x)=-\arccos x$ have the same derivative! Also $f(x)=\log x$ and $g(x)=\log(3x)$ do. The conclusion you can draw is that the two functions differ by a constant on each interval where they are both defined. Since $\arctan\frac{x-1}{x+1}$ is defined for $x\ne-1$, you know that there exist constants $h$ and $k$ such that $$\begin{cases} \arctan\dfrac{x-1}{x+1}=h+\arctan x & \text{for x<-1}\\[12px] \arctan\dfrac{x-1}{x+1}=k+\arctan x & \text{for x>-1} \end{cases}$$ You can now compute $h$ and $k$, by evaluating the limit at $-\infty$ and at $\infty$: $$\frac{\pi}{4}=\lim_{x\to-\infty}\arctan\dfrac{x-1}{x+1}= \lim_{x\to-\infty}(h+\arctan x)=h-\frac{\pi}{2}$$ and $$\frac{\pi}{4}=\lim_{x\to\infty}\arctan\dfrac{x-1}{x+1}= \lim_{x\to\infty}(k+\arctan x)=k+\frac{\pi}{2}$$
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# Sets #### bergausstein ##### Active member 1.are the following sets a finite sets? if yes why? if no why? a. the set of points on a given line exactly one unit from a given point on that line. b. the set of points in a given plane that are exactly one unit from a given point in that plane. i'm confused with the part saying "one unit from a given point on that line and "one unit from a given point in that plane. it seems to me that these phrases give hints that the sets are finite. please correct me if i'm wrong. 2. show that if A is a proper subset of B and $B\subseteq C$ then, A is a proper subset of of C. thanks! #### MarkFL Staff member 1.) To simplify matter a bit, consider: a) How many points are 1 unit away from the origin on the $x$-axis? b) How many points are one unit away from the origin in the $xy$-plane? #### bergausstein ##### Active member uhmm.. infinitely many points. so it's inifinite right? #### MarkFL Staff member uhmm.. infinitely many points. so it's inifinite right? If you are unsure, plot the points in both cases. What do you find? Or, consider the following: The first case is: $$\displaystyle |x|=1$$ How many solutions? The second case is: $$\displaystyle x^2+y^2=1$$ How many solutions? #### bergausstein ##### Active member a has 2 elements. b has 4. and can you also help me with 2. i can say that in words but i couldn't do it in a general manner. #### MarkFL Staff member Yes for part a) there are 2 points: $$\displaystyle (\pm1,0)$$, but there are an infinite number of points on a circle, uncountably infinite from what I understand. For question 2, I recommend using a Venn diagram. #### bergausstein ##### Active member markfl how did you know that question B is talking about the equation of the circle? $\displaystyle x^2+y^2=1$ I put this equation on the wolframalpha and it says that there are 4 solutions to this equation. (1,0), (-1,0), (0,1), (-1,0). how is it infinite? #### MarkFL
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#### MarkFL Staff member The equation of the circle is $x^2+y^2=1$, only if the fixed point (the circle's center) is the origin. One of the definitions of a circle is the set of all points a given distance from a fixed point, and we can use the distance formula to get this equation. For part b) we are not restricted to the axes as we are for the first part, where we are considering only a one-dimensional line. #### solakis ##### Active member If you are unsure, plot the points in both cases. What do you find? Or, consider the following: The first case is: $$\displaystyle |x|=1$$ How many solutions? The second case is: $$\displaystyle x^2+y^2=1$$ How many solutions? Yes.but how do we prove that the points are infinite?? #### MarkFL Staff member We can map the points on the circle to a line segment of length $2\pi r$. According to Cantor, this is equinumerous with $\mathbb{R}$. #### eddybob123 ##### Active member I put this equation on the wolframalpha and it says that there are 4 solutions to this equation. (1,0), (-1,0), (0,1), (-1,0). how is it infinite? Those are only the x and y-intecepts of the function. One way to think about it is that it has two variables but only one equation. As you probably learned in middle school algebra, that means the solution set (x,y) of $x^2+y^2=1$ is infinite. #### Deveno ##### Well-known member MHB Math Scholar I will prove that there are at LEAST as many points (x,y) that satisfy: $$\displaystyle x^2 + y^2 = 1$$ as there are points in the real interval [0,1]. To do this, I will create an injective function $$\displaystyle f$$ from [0,1] to the set $$\displaystyle S$$, where: $$\displaystyle S = \{(x,y) \in \Bbb R^2: x^2 + y^2 = 1\}$$. The function I have in mind is this one: $$\displaystyle f(a) = (a,\sqrt{1 - a^2})$$ (convince yourself this is indeed a function). First, we verify that $$\displaystyle f([0,1]) \subseteq S$$: Let $$\displaystyle a \in [0,1]$$. Then:
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Let $$\displaystyle a \in [0,1]$$. Then: $$\displaystyle a^2 + (\sqrt{1 - a^2})^2 = a^2 + 1 - a^2 = 1$$ (note that we have to have $$\displaystyle |a| \leq 1$$ for this to work). This shows that $$\displaystyle f(a) \in S$$, for ANY $$\displaystyle a \in [0,1]$$. So the image of $$\displaystyle f$$ indeed lies within $$\displaystyle S$$ as claimed. Now, suppose $$\displaystyle f(a) = f(b)$$ for $$\displaystyle a,b \in [0,1]$$. This means: $$\displaystyle (a,\sqrt{1 - a^2}) = (b,\sqrt{1 - b^2})$$. This means we MUST have $$\displaystyle a = b$$ (since if BOTH coordinates are equal, surely the first coordinates are also equal). So f is injective (one-to-one). Thus for every $$\displaystyle a \in [0,1]$$, we have a corresponding UNIQUE point $$\displaystyle f(a) \in S$$, so $$\displaystyle S$$ MUST be infinite, as it contains an infinite subset.
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# When does the inverse of a covariance matrix exist? We know that a square matrix is a covariance matrix of some random vector if and only if it is symmetric and positive semi-definite (see Covariance matrix). We also know that every symmetric positive definite matrix is invertible (see Positive definite). It seems that the inverse of a covariance matrix sometimes does not exist. Does the inverse of a covariance matrix exist if and only if the covariance matrix is positive definite? How can I intuitively understand the situation when the inverse of a covariance matrix does not exist (does it mean that some of the random variables of the random vector are equal to a constant almost surely)? Any help will be much appreciated! • I suspect the inverse does not exist if and only if $P(X\in H)=1$ for some $H\subset\mathbb R^n$ with - let's say - having a dimension less than $n$. Here $H$ is not requested to be a hyperplane. E.g. also a sphere will do. Pure intuition, though. I could be wrong in this. – drhab Oct 14 '15 at 9:05 If the covariance matrix is not positive definite, we have some $a \in \mathbf R^n \setminus \{0\}$ with $\def\C{\mathop{\rm Cov}}\C(X)a = 0$. Hence \begin{align*} 0 &= a^t \C(X)a\\ &= \sum_{ij} a_j \C(X_i, X_j) a_i\\ &= \mathop{\rm Var}\left(\sum_i a_i X_i\right) \end{align*} So there is some linear combination of the $X_i$ which has zero variance and hence is constant, say equal to $\alpha$, almost surely. Letting $H := \{x \in \mathbf{R}^n: \sum_{i} a_i x_i = \alpha\}$, this means, as @drhab wrote $\mathbf P(X \in H) = 1$ for the hyperplane $H$.
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• Didn't see your answer when I was posting mine -- hence the apparent duplicacy. – uniquesolution Oct 14 '15 at 9:39 • No problem ... ${}$ – martini Oct 14 '15 at 9:39 • Too late: I meant: "I have grown wiser." Now also when it concerns English language. – drhab Oct 14 '15 at 9:57 • @martini Nice answer (+1)! I'd like to clarify a few details. (a) If $\operatorname{Cov}X$ is not invertible, then there exists $a$ such that $\operatorname{Var}(a^TX)=0$. But this $a$ might not be unique, right? So can we conclude that $\Pr\{X\in H\}=1$ if $a$ is not unique? (b) Is it also true that $\operatorname{Cov}X$ is not invertible if and only if there exists $a$ such that $\operatorname{Var}(a^TX)=0$? – Cm7F7Bb Oct 15 '15 at 7:17 • Right, it may not unique, but we can conclude that. In the case where $a$ is not unique (even not up to a scalar factor), we even have that $X$ is almost surely contained in an $<(n-1)$-dimensional subspace (the one orthogonal to all $a$ having $\operatorname{Var}(a^t X) = 0$). Yes that's true. As $\operatorname{Var}(a^t X) = a^t \operatorname{Cov}(X)a$. – martini Oct 15 '15 at 7:20 As is nicely explained here What's the best way to think about the covariance matrix? if $A$ is the covariance matrix of some random vector $X\in\mathbb{R}^n$, then for every fixed $\beta\in\mathbb{R}^n$, the variance of the inner product $\langle\beta,X\rangle$ is given by $\langle A\beta,\beta\rangle$. Now, if $A$ is not invertible, there exists a non-zero vector $\beta\neq 0$ such that $A\beta=0$, and so $\langle A\beta,\beta\rangle = 0$, which means that the variance of $\langle X,\beta\rangle$ is zero. Proposition 1. If the covariance matrix of a random vector $X$ is not invertible then there exists a non-trivial linear combination of the components of $X$ whose variance is zero.
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This is closely related to what drhab mentioned in a comment above - for if the variance of $\langle X,\beta\rangle$ is zero, then $X-a\beta$ is almost surely orthogonal to $\beta$, for some constant $a$.In fact an alternative but equivalent formulation to the proposition above is: Proposition 2. If the covariance matrix of a random vector $X$ is not invertible then there exists $\beta\neq 0$ such that a translate of $X$ is orthogonal to $\beta$ with probability one. • Too late: I meant: "I have grown wiser." Now also when it concerns English language. – drhab Oct 14 '15 at 9:57 • Nice answer (+1)! I just want to clarify the details. If $\operatorname{Var}\langle X,\beta\rangle=0$ with $\beta\ne0$, then we have that $\langle A\beta,\beta\rangle=0$. How does it follow that $A\beta=0$, which means that $A$ is not invertible? Also, if $\operatorname{Var}\langle X,\beta\rangle=0$, then it means that $\langle X,\beta\rangle=c$ almost surely with $c\in\mathbb R$ and the vector that is almost surely orthogonal to $X$ is $c\beta$, right? – Cm7F7Bb Oct 14 '15 at 13:22 • @V.C You are right -- the original formulation was not correct. I edited it. – uniquesolution Oct 14 '15 at 13:57 • @uniquesolution I'm not saying that something is not correct, I'm just trying to understand the details. Your previous Proposition 1 was so much nicer... Is it possible to show that the covariance matrix is not invertible if there exists such linear combination? For any $X$ and $Y$ in any Hilbert space, there always exists a constant $a$ such that $\langle X-aY,Y\rangle=0$. Take $a=\langle X,Y\rangle/\langle Y,Y\rangle$. Is that right? – Cm7F7Bb Oct 14 '15 at 15:49 • Yes, the previous answer was much nicer, but the proof I presented was not good enough. Perhaps it is true. I will think about it some more. And as for $a$, you got it right. – uniquesolution Oct 14 '15 at 18:00
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The question actually has little to do with probability theory, the observation holds for any square matrix regardless of it's origin. It's easy to prove by considering the eigenvalues of the matrix. If and only if all of them are non-zero is the matrix invertible. It follows from the characteristic equation $\det (A-\lambda I)=0$, if $\lambda = 0$ is a solution then and only then $\det(A-0I) = \det(A) = 0$. Positive definite means that all eigenvalues are positive, but positive semi-definite means only that they are non-negative. This are some thoughts. Let $x$ be a random vector whose entries are i.i.d. Let $A$ be any square matrix which is not full rank. Then the covariance matrix of the random vector $y=Ax$ is not invertible. To see this, note that $E[Axx^TA]=AE[xx^T]A^T$. Thus, regardless of the rank of $E[xx^T]$, covariance matrix of $y$ will not be invertible.
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# Conditional probability question (understanding mistake) I'm trying to understand the following question: An engineer conducts tests to find out if circuits of a certain type are prone to overheating. 30% of all such circuits are prone to overheating. If the circuit is prone to overheating, the test will report it is not prone to overheating with probability 0.1, prone to overheating with probability 0.7, and produce an inconclusive result with probability 0.2. If it is not prone to overheating, the test will report it is not prone to overheating with probability 0.6, prone to overheating with probability 0.3, and produce an inconclusive result with probability 0.1. The experiment is performed twice on a particular circuit; the first time it produces an inconclusive result and the second time it reports that the circuit is prone to overheating. Assuming the results of the two tests are independent, what is the probability the circuit is prone to overheating, given the outcome of the tests? This is how I tried to solve the question: $$P(O) = 0.3 \ \quad P(O^c)= 0.7 \\ P(N|O) = 0.1 \quad P(P|O) = 0.7 \quad P(I|O) = 0.2 \\ P(N|O^c) = 0.6 \quad P(P|O^c) = 0.3 \quad P(I|O^c) = 0.1 \\ \\ P(O|I)= \frac {P(I|O)P(O)}{P(I|O)P(O) + P(I|O^c)P(O^c)} = \frac{0.2*0.3}{0.2*0.3 + 0.1*0.7} = \frac{6}{13}\\ P(O|P)= \frac {P(P|O)P(O)}{P(P|O)P(O) + P(P|O^c)P(O^c)} = \frac{0.7*0.3}{0.7*0.3 + 0.3*0.7} = \frac{1}{2}\\$$ So the probability that the circuit is prone to overheating is $\frac{6}{13}* \frac{1}{2} = \frac{3}{13}$ My answer was incorrect. The actual method is:
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My answer was incorrect. The actual method is: The probability that the circuit is prone to overheating and we observe the test results we have seen is: 0.3 × 0.2 × 0.7 = 0.042. The probability that the circuit is not prone to overheating and we observe the test results we have seen is: 0.7 × 0.1 × 0.3 = 0.021. The probability that we observe the test results we have seen is: 0.042 + 0.021 = 0.063. Therefore, the conditional probability that the circuit is prone to overheating given the outcomes of the tests is:$\frac {0.042}{0.063} = \frac{2}{3}$ My understanding is clearly not correct. Could someone explain why my method doesn't work? • While using mathematical notation for Bayes' Theorem, students frequently get lost in the maze of symbols. You haven't considered that two tests in series have been done. Study the explanation which is quite clear, and try to modify your formula accordingly. Apr 11 '16 at 14:25 Your method doesn't work because you have to find: P(O | I on $1^{st}$ test $\cap$ P on $2^{nd}$ test), but you have calculated What you have calculated is $P(O | \text{I on a test}) * P (O | \text{P on a test})$ which isn't the probability of a specific event. The first part: $P(O | \text{I on a test})$ Includes cases where you get I on a test but not P on the other, and the second part: $P (O | \text{P on a test})$ includes cases where you get P on a test but not I on the other You need to find the conditional probability given both I and P happen. $I \cap P$ Calculation for completeness: For simplicity I'll call the events I and P. $P(O | I \cap P) = \frac{P(O \cap I \cap P)}{P(I \cap P)}$ $P(O | I \cap P) = \frac{P(O \cap I \cap P)}{P(O \cap I \cap P) + P(O^c \cap I \cap P)}$ $P(O \cap I \cap P) = P(O)*P(I \cap P | O) = 0.3 * 0.2 * 0.7 = 0.042$ $P(O^c \cap I \cap P) = P(O^c)*P(I \cap P | O^c) = 0.7 * 0.1 * 0.3 = 0.021$ $P(O | I \cap P) = \frac{0.042}{0.042 + 0.021} = \frac{0.042}{0.063} = \frac{2}{3}$
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# Counting particular odd-length strings over a two letter alphabet. OEIS sequence A297789 describes The number of [equivalence classes of] length $2n - 1$ strings over the alphabet $\{0, 1\}$ such that the first half of any initial odd-length substring is a permutation of the second half. Two strings are in the same equivalence class if they are the same up to swapping the letters of the alphabet. 1, 2, 3, 4, 7, 11, 17, 25, 49, 75, 129, 191, 329, 489, 825, 1237, 2473, 3737, 6329, 9435, 16833, 25081, 41449, 61043, 115409, 172441, 290617 For example, $1010110101101$ is such a string because: initial odd substring | first half | second half ----------------------+------------+------------ 1 | 1 | 1 101 | 10 | 01 10101 | 101 | 101 1010110 | 1010 | 0110 101011010 | 10101 | 11010 10101101011 | 101011 | 101011 1010110101101 | 1010110 | 0101101 # Question I have two conjectures based on the first few terms: • $A297789(2^k + 1) = 2\cdot A297789(2^k) - 1$ for $k > 0$, and • $A297789(n)$ is odd for all $n > 4$. Is there a proof or counter-example to these conjectures? It's worth noting that the strings that A297789 counts can be put on a binary tree. Perhaps this is a useful lens? • Why no strings starting with 0? – Fabio Somenzi Jan 28 '18 at 3:31 • Technically the sequence counts equivalence classes, where two strings are in the same equivalence class if they’re the same under swapping letters of the alphabet. – Peter Kagey Jan 28 '18 at 3:53 • Shouldn't the definition either mention the equivalence classes or, more simply, say something like "strings starting with 1?" – Fabio Somenzi Jan 28 '18 at 4:02 • @FabioSomenzi I agree with you. – Li-yao Xia Jan 28 '18 at 5:34 Here's a proof of the first conjecture. ### Preliminary remarks Let's call "balanced strings" those described by that sequence.
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### Preliminary remarks Let's call "balanced strings" those described by that sequence. Let $s$ be a balanced binary string of length $2n-1$. We denote $s_i$ its $i$-th bit (indexed from $1$), and $s_i^j$ the substring of bits from $i$ to $j$ (inclusive). The number of $1$ is denoted $|s|$. Note that another way to say that two binary strings are permutations of each other is that they have the same numbers of $0$ and $1$: $s$ being balanced is equivalent to saying that for every $i < n$, $|s_1^n| = |s_n^{2n-1}|$. This implies that every odd prefix is also balanced. Conversely, we can generate balanced strings by appending two bits at a time. This is also suggested by the binary tree you drew above. How many ways are there to extend $s$ into a balanced string of length $2(n+1)-1$? We enumerate pairs of bits, $s_{2n}$ and $s_{2n+1}$, such that $|s_1^{n+1}| = |s_{n+1}^{2n+1}|$. We must consider four cases of the possible values for the middle bits $s_n$ and $s_{n+1}$. Here's one: • If $s_n = 0$ and $s_{n+1} = 1$, then \begin{aligned} |s_1^{n+1}| &= |s_1^n| + 1 \\ &= |s_n^{2n-1}| + 1 \quad \text{(since s is balanced)}\\ &= |s_{n+1}^{2n-1}| + 1 \end{aligned} For that to be equal to $|s_{n+1}^{2n+1}|$, the new bits can be either $01$ or $10$ (two choices). The conclusion is that if $s_n \neq s_{n+1}$, then there are two ways to extend $s$ (with $01$ or $10$), otherwise there is only one. ### Main result $A297789(2^k+1)=2⋅A297789(2^{k})−1$ for $k>0$ As a consequence of the previous intermediate result, that is equivalent to claiming that every balanced string of length $2^{k+1}-1$ can be extended in exactly two ways, except the one string made of all ones. That, in turn, amounts to saying that in every balanced string $s$ of length $2^{k+1}-1$, the middle bits $s_{2^k}$ and $s_{2^k+1}$ are distinct. In that case, the new bits we append at the end are $01$ or $10$, i.e., also distinct. Interesting coincidence, we can thus prove that claim by induction on $k$.
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# Sum of digits divisible by $27$ I know that every third number is divisible by $$3$$ and hence, sum of its digits is divisible by $$3$$. Same holds for $$9$$ also. But how do we generalise it? We know that the divisibility condition for higher powers of $$3$$ is not about the sum of digits. How can we find $$n$$ such that in a group of $$n$$ consecutive positive integers, there is a number such that the sum of its digits is divisible by $$27$$ (or $$81,$$ say)? Does it exist? Please prove or disprove. • Do you understand what makes things work for 3 and 9. Do you have any thoughts about connecting that idea with 27 or 81? Also, since this problem is a bit open ended, it reads like a contest or challenge problem - could you provide the source so we know it's not an active contest/application problem? – Mark S. Jul 27 at 11:37 • math.stackexchange.com/questions/328562/… – lab bhattacharjee Jul 27 at 11:57 • No, I was just thinking about it, related to no contest. I know the idea for $3$ and $9$, we write number as $n_0+10n_1+100n_2+...$ and then take out the sum of the digits, remaining sum turns out to be divisible by $9$, making things easy. – Martund Jul 27 at 11:59 • This is another question by me math.stackexchange.com/questions/3305361/… – Martund Jul 27 at 12:02 • polynomial remainder theorem. – Roddy MacPhee Jul 27 at 12:53 Let $$Q(x)$$ denote the digit sum of $$x$$. Let $$r\ge 1$$. Then $$n=10^r-1=\underbrace{99\ldots 9}_r$$ is the smallest $$n$$ such that among any $$n$$ consecutive positive integers, at least one has digit sum a multiple of $$9r$$. That no smaller $$n$$ works, is immediately clear because in $$1,2,3,\ldots, 10^r-2$$, all digit sums are $$>0$$ and $$<9r$$.
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Remains to show that in any sequence of $$n$$ consecutive integers, a digit sum divisible by $$9r$$ occurs. This is well-known for $$r=1$$. For $$r>1$$, consider $$n$$ consecutive positive integers $$a,a+1,\ldots, a+n.$$ Among the first $$9\cdot 10^{r-1}=n-(10^{r-1}-1)$$ terms, one is a multiple of $$9\cdot 10^{r-1}$$. Say, $$9\cdot 10^{r-1}\mid a+k=:b$$ with $$0\le k<9\cdot 10^{r-1}$$. Then $$Q(b)$$ is a multiple of $$9$$, and as the lower $$r-1$$ digits of $$b$$ are zero, we have $$Q(b+i)=Q(b)+Q(i)$$ for $$0\le i<10^{r-1}$$ and hence $$Q( b+10^j-1)=Q(b)+9j,\qquad 0\le j\le r-1.$$ (Note that $$k+10^{r-1}-1<10^r-1$$, so these terms are really all in our given sequence). It follows that $$9r$$ divides one of these $$Q(b+10^j-1)$$. Note that the natural numbers $$\{1,2,\cdots, 999\}$$ contain integers for which the sum of the digits is any specified value $$\pmod {27}$$ Considering the multiples of $$1000$$ we see that each block of $$1000$$ integers contains one which ends in three $$0's$$. Starting from any integer $$k$$, we go to the next multiple of $$1000$$ (a gap of at most $$999$$). We then add whatever three (or fewer) digit integer we need to "correct" the sum of the digits $$\pmod {27}$$, which takes, at most, another $$999$$. Thus, every block of $$2\times 999$$ consecutive integers contains at least one for which the sum of the digits is a multiple of $$27$$. A similar argument works for any desired divisor. I expect the bound could be tightened considerably, but at least this shows that a bound exists. • Simple insight, great help, thank you:) – Martund Jul 27 at 13:57 Let $$Q(x)$$ denote the digit sum of $$x$$. $$999$$ is the smallest $$n$$ such that among any $$n$$ consecutive positive integers, at least one has digit sum a multiple of $$27$$. First note that none of the $$998$$ consecutive integers $$1,2,\ldots ,998$$ has digit sum a multiple of $$27$$.
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Any sequence of $$999$$ consecutive integers is either of the form $$\tag11000N+1,\ldots, 1000N+999$$ or $$\tag21000N+k+2,\ldots, 1000N+999,1000(N+1),\ldots, 1000(N+1)+k$$ with $$0\le k\le 997$$. In $$(1)$$, the digit sums are $$Q(N)+Q(i)$$ with $$i$$ running from $$1$$ to $$999$$ and hence $$Q(i)$$ covering all values from $$1$$ to $$27$$. We conclude that $$(1)$$ contains a term with digit sum a multiple of $$27$$. So let's look at $$(2)$$: We know $$Q(N+1)\equiv Q(N)+1\pmod 9$$, hence $$Q(N+1)\equiv Q(N)+(1\text{ or }10\text{ or }19)\pmod{27}$$. • If $$Q(N+1)\equiv 0\pmod{27}$$, then already $$1000(N+1)$$ has the desired property. • If $$Q(N+1)\equiv 1\pmod {27}$$, then among $$1000(N+1),\ldots, 1000(N+1)+899$$, all remainders $$\bmod27$$ occur, which solves the problem for all $$k\ge 899$$. For $$k\le 898$$, the sequence contains $$1000N+900$$, $$1000N+909$$, and $$1000N+999$$ with digit sums $$Q(N)+9$$, $$Q(N)+18$$, $$Q(N)+27$$. As $$Q(N)\bmod 27$$ is one of $$0$$, $$9$$, $$18$$, we are done. • More generally, if $$Q(N+1)\equiv r\pmod {27}$$ with $$1\le r\le 9$$, then $$Q(1000(N+1)+999-100r)=Q(N+1)+27-r\equiv 0\pmod{27}$$, which solves the problem for all $$k\ge 999-100r$$. For $$k\le 998-100r$$, the sequence contains $$1000N+(1000-100r)$$, $$1000N+(1009-100r)$$, and $$1000N+(1099-100r)$$ with digit sums $$Q(N)+10-r$$, $$Q(N)+19-r$$, $$Q(N)+28-r$$. As $$Q(N)\bmod 27$$ is one of $$r-1$$, $$r+8$$, $$r+17$$, we are done. • If $$Q(N+1)\equiv 10+r\pmod{27}$$ with $$0\le r\le 8$$, then $$Q(1000(N+1)+89-10r)=Q(N+1)+17-r\equiv 0\pmod{27}$$, which solves the problem for all $$k\ge 89-10r$$. For $$k\le 89-10r$$, the sequence contains $$1000N+999-r$$, $$1000N+909-r$$, and $$1000N+900-100r$$ with digit sums $$Q(N)+27-r$$, $$Q(N)+18-r$$, $$Q(N)+9-r$$. As $$Q(N)\bmod 27$$ is one of $$r$$, $$r+9$$, $$r+18$$, we are done.
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• If $$Q(N+1)\equiv 19+r\pmod{27}$$ with $$0\le r\le 7$$, then $$Q(1000(N+1)+8-r)=Q(N+1)+8-r\equiv 0\pmod{27}$$, which solves the problem for all $$k\ge 8-r$$. For $$k\le 8-r$$, the sequence contains $$1000N+999-r$$, $$1000N+909-r$$, and $$1000N+900-100r$$ with digit sums $$Q(N)+27-r$$, $$Q(N)+18-r$$, $$Q(N)+9-r$$. As $$Q(N)\bmod 27$$ is one of $$r$$, $$r+9$$, $$r+18$$, we are done. • Great answer, thanks a lot. – Martund Jul 27 at 13:56 • or use polynomial remainder theorem for a rule. – Roddy MacPhee Jul 27 at 14:06 Obviously there are number whose digits add to $$27$$. ($$999$$ or $$524385$$ etc.) and obviously the sum of the digits $$27$$ is a multiple of $$9$$ so they are a multiple of $$9$$ but are they a multiples of $$27$$; and must multiples of $$27$$ have digits adding to a multiple of $$27$$. Well, $$27$$ itself is an obvious counter example of the latter. And $$999= 27*37$$ but $$524385= 27*19421\frac 23$$ so the first is not true either. So the question I guess is why not? Well the rule works for $$9$$ because $$9 = 10-1$$. And it works for $$3$$ because $$3|9$$. Details: If $$k|b-1$$ and $$n= \sum_{i=0}^m a_ib^i= \sum_{i=0}^m (a_i)(b^i-1) + \sum_{i=0}^m a_i$$. Now $$b^i-1 =(b-1)(b^{i-1} + b^{i-2}+ ..... + 1)$$ so $$(b-1)$$ divides all of the $$b^i-1$$ so $$b-1$$ divides $$n$$ if and only if $$(b-1)$$ divides $$\sum_{i=0}^m a_i$$. If we let $$b= 10$$ and $$b-1=9$$ and $$a_i$$ be the digits of $$n$$ that's our result. And it follows that if $$k|b-1$$ then $$k|(b^i-1)$$ so $$k|n$$ if and only if $$k$$ divides $$\sum_{i=0}^m a_i$$ as well. And this will be true for any decimal system base $$b$$ (not just $$b=10$$ and and $$k|b-1$$ (not just $$3|9$$). The fact that $$3^2 = 9$$ is mostly a coincidence and powers of $$3$$ is a bit of a red herring. It's not powers of $$3$$ going up that matter, but factors $$10-1$$ going down that matter.
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We can note that in base $$7$$ a number is a multiple of $$6$$ if and only if the sum of the digits is a multiple of $$6$$ and a multiple of $$2$$ or of $$3$$ if and only if the sum of the digits is a multiple of $$2$$ or of $$3$$ respectively but nothing can be said of $$4$$ or $$3$$. ($$11_7 = 8$$ is a multiple of $$4$$ but $$1+1=2$$ is not. And $$12_7 =9$$ is a multiple of $$9$$ but $$1+2=3$$ which is not.) Why doesn't it work? Well. $$27 = 3*(10-1)= (3-1)*10 + (10-3)$$. The sum of the digits of $$27$$ are $$(3-1) + (10-3) = 10-1$$. Our rule of $$9$$s apply and we can't jump magically to $$27$$. And if we increas by $$27$$ if we ignore carrying and borrowing we get $$ab + 27 = (a+2)(b+7)$$ and the sums of the digits are $$a+b + 9$$. That's an increase of $$9$$; not of $$27$$. Ind if we carry (i.e. $$b \ge 3$$ or $$a \ge 8$$ or $$b\ge 3$$ and $$a\ge 7$$) we get the sums are $$(a+2+1)(b+7-10)$$ or $$1(a+2-10)(b+7)$$ or $$1(a+2+1-10)(b+7 - 10)$$ and the sum of the digits stay the same or decreases by $$9$$; not $$27$$. But if $$b-1 = k^m$$ then in base $$b$$ we will have that multiples of $$k^i; i\le m$$ will have the sum of the digits add to a multiple of $$k^i$$. Example in base $$28$$ then sum of the digits of a multiple of $$27$$ will add to a multiple of $$27$$. FWIW $$999_{10} = 28^2 + 7*28 + 19 = 17T_{28}$$ where $$T$$ is the digit for $$19$$. And $$27*92 = 2484_{10} = 3*28^2+4*28 + 20= 34U_{28}$$ where $$U$$ is the digit for $$20$$ is another example. Less trivial example. The number $$8ATR_{28}$$ were $$A=10$$ and $$T=19$$ and $$R=17$$ will have digits that add to $$8+10+19+17=54$$, so my claim is that it ought to be a multiple of $$27$$. And $$8ATR_{28} = 8*28^3 + 10*28^2+ 19*28 + 17 =$$ $$8(27+ 1)^3 + 10(27+1)^2 + 19(27+1) + 17 =$$ $$8(27^3 + 3*27^2+3*27 + 1) + 10(27^2 + 2*27 + 1) + 19(27+1)+17=$$ $$[8*27^3 + 3*27^2 + 3*27 + 20*27^2 + 2*27 + 19*27] + 8 + 10 + 19+17=$$ $$27(8*27^2 + 3*27 + 3 + 20*27 + 2 + 19) + 54 =$$
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$$27(8*27^2 + 3*27 + 3 + 20*27 + 2 + 19) + 54 =$$ $$27(8*27^2 + 3*27 + 3 + 20*27 + 2 + 19 + 2)$$ is a multiple of $$27$$. And indeed $$8*28^3 + 10*28^2+ 19*28 + 17=184005 = 27*6815$$
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# Prove $\sum\limits_{i=0}^{n}\binom{n+i}{i}=\binom{2n+1}{n+1}$ [duplicate] I'm trying to prove this algebraically: $$\sum\limits_{i=0}^{n}\dbinom{n+i}{i}=\dbinom{2n+1}{n+1}$$ Unfortunately I've been stuck for quite a while. Here's what I've tried so far: 1. Turning $\dbinom{n+i}{i}$ to $\dbinom{n+i}{n}$ 2. Turning $\dbinom{2n+1}{n+1}$ to $\dbinom{2n+1}{n}$ 3. Converting binomial coefficients to factorial form and seeing if anything can be cancelled. 4. Writing the sum out by hand to see if there's anything that could be cancelled. I end up being stuck in each of these ways, though. Any ideas? Is there an identity that can help me? ## marked as duplicate by Jack D'Aurizio, Mark Viola, Lucian, user147263, vonbrandJul 24 '15 at 0:32 • I'd recommend using induction to prove the result, although I'm sure it could be done another way. – Raj Jul 23 '15 at 20:05 • Oh, I forgot to mentioned that I tried induction too (a classmate gave me that hint). I got stuck trying to move the induction hypothesis from $\sum\limits_{i=0}^{k}\dbinom{k+i}{i} = \dbinom{2k+1}{2k+1}$ to $\sum\limits_{i=0}^{k+1}\dbinom{k+i+1}{i} = \dbinom{2k+3}{k+2}$ Specifically the $k+i+1$ part--had no idea how to change that. – jsluong Jul 23 '15 at 20:24 Hint: Use $$\binom{n+1+i}{i} - \binom{n+i}{i-1} = \binom{n+i}{i}$$ • Hey, thanks for this! This is the recursive formula rewritten, right? I'm trying to use it to see if I could solve this problem with another approach but, er, stuck again. Can I get another hint? – jsluong Jul 23 '15 at 20:40 • Yep, the same recursion you have in your answer, only with different values $k=i$ and $n \mapsto 1 + n + i$ – johannesvalks Jul 23 '15 at 20:42 • Should be $\binom{n+i}{i+1}$ on the RHS. – xivaxy Jul 23 '15 at 20:47 • @Dr.MV - indead, I have corrected it. – johannesvalks Jul 23 '15 at 21:37 Oh, hey! I just figured it out. Funny how simply posting the question allows you re-evaluate the problem differently...
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So on Wikipedia apparently this is a thing (the recursive formula for computing the value of binomial coefficients): $$\dbinom{n}{k} = \dbinom{n-1}{k-1} + \dbinom{n-1}{k}$$ On the RHS of the equation we have (let's call this equation 1): $$\dbinom{2n+1}{n+1} = \dbinom{2n}{n} + \dbinom{2n-1}{n} + \dbinom{2n-2}{n} + \cdots + \dbinom{n+1}{n} + \dbinom{2n-(n-1)}{n+1}$$ The last term $\dbinom{2n-(n-1)}{n+1}$ simplifies to $\dbinom{n+1}{n+1}$ or just 1. Meanwhile on the LHS we have $\sum\limits_{i=0}^{n}\dbinom{n+i}{i}$ which is also $\sum\limits_{i=0}^{n}\dbinom{n+i}{n}$ because $\dbinom{n}{k} = \dbinom{n}{n-k}$. Written out that is (let's call this equation 2): $$\sum\limits_{i=0}^{n}\dbinom{n+i}{n} = \dbinom{n}{n} + \dbinom{n+1}{n} + \dbinom{n+2}{n} + \cdots + \dbinom{2n}{n}$$ The first term $\dbinom{n}{n}$ simplifies to 1. Hey, look at that. In each written out sum there's a term in equation 1 and an equivalent in equation 2. And in each sum there's $n$ terms, so equation 1 definitely equals equation 2. I mean, the order of terms is flipped, but whatever. Yay! • Cool that you found it! – johannesvalks Jul 23 '15 at 20:35 • Okay... so tell me what I should do. – jsluong Jul 23 '15 at 21:40 • @Dr.MV This is the subject of some debate.. The OP didn't know the answer beforehand, but figured it out an hour after posting the question. I think this is totally fine. – André 3000 Jul 23 '15 at 22:11 • @SpamIAm The answer was posted roughly the same time that the question was identified as a duplicate. So, given this question is indeed a duplicate, how does one justify the action? – Mark Viola Jul 23 '15 at 22:34 • Oh, well, I LaTeX my homework so I needed to type up the solution anyway. I figured other people could potentially benefit from the solution. This is a new account. I really am not trying to farm rep. – jsluong Jul 23 '15 at 23:22
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# symmetric closure of a relation
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0. Finally, the concepts of reflexive, symmetric and transitive closure are The reflexive, transitive closure of a relation R is the smallest relation that contains R and that is both reflexive and transitive. Reflexive and symmetric properties are sets of reflexive and symmetric binary relations on A correspondingly. Let R be a relation on the set {a,b, c, d} R = {(a, b), (a, c), (b, a), (d, b)} Find: 1) The reflexive closure of R 2) The symmetric closure of R 3) The transitive closure of R Express each answer as a matrix, directed graph, or using the roster method (as above). 10 Symmetric Closure (optional) When a relation R on a set A is not symmetric: How to minimally augment R (adding the minimum number of ordered pairs) to have a symmetric relation? Transitive closure applied to a relation. Don't express your answer in … A relation follows join property i.e. Transcript. 2. Neha Agrawal Mathematically Inclined 171,282 views 12:59 Find the symmetric closures of the relations in Exercises 1-9. This means that if a symmetric relation is represented on a digraph, then anytime there is a directed edge from one vertex to a second vertex, ... By the closure properties of the integers, $$k + n \in \mathbb{Z}$$. 1. 8. The symmetric closure of a binary relation on a set is the union of the binary relation and it’s inverse. These Multiple Choice Questions (MCQ) should be practiced to improve the Discrete Mathematics skills required for various interviews (campus interviews, walk-in interviews, company interviews), placements, entrance exams and other competitive examinations. We discuss the reflexive, symmetric, and transitive properties and their closures. ... Browse other questions tagged prolog transitive-closure or ask your own question. The transitive closure of a symmetric relation is symmetric, but it may not be reflexive. Topics. • What is the symmetric closure S of R? the join of matrix M1 and M2 is M1 V M2 which is represented as R1 U R2 in terms of relation. A
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R? the join of matrix M1 and M2 is M1 V M2 which is represented as R1 U R2 in terms of relation. A binary relation is called an equivalence relation if it is reflexive, transitive and symmetric. Discrete Mathematics with Applications 1st. Symmetric: If any one element is related to any other element, then the second element is related to the first. The symmetric closure of a relation on a set is the smallest symmetric relation that contains it. Definition of an Equivalence Relation. If I have a relation ,say ,less than or equal to ,then how is the symmetric closure of this relation be a universal relation . and (2;3) but does not contain (0;3). Question: Suppose R={(1,2), (2,2), (2,3), (5,4)} is a relation on S={1,2,3,4,5}. A relation R is non-symmetric iff it is neither symmetric One way to understand equivalence relations is that they partition all the elements of a set into disjoint subsets. Relations. Equivalence Relations. We then give the two most important examples of equivalence relations. To form the transitive closure of a relation , you add in edges from to if you can find a path from to . Transitive Closure – Let be a relation on set . If is the following relation: then the reflexive closure of is given by: the symmetric closure of is given by: 4 Symmetric Closure • If a relation is symmetric, then the relation itself is its symmetric closure. [Definitions for Non-relation] reflexive; symmetric, and; transitive. Find the reflexive, symmetric, and transitive closure of R. Solution – For the given set, . For example, being the father of is an asymmetric relation: if John is the father of Bill, then it is a logical consequence that Bill is not the father of John. Notation for symmetric closure of a relation. The transitive closure is obtained by adding (x,z) to R whenever (x,y) and (y,z) are both in R for some y—and continuing to do … Formally: Definition: the if $$P$$ is a property of relations, $$P$$ closure of $$R$$ is the smallest relation … The
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the if $$P$$ is a property of relations, $$P$$ closure of $$R$$ is the smallest relation … The symmetric closure S of a binary relation R on a set X can be formally defined as: S = R ∪ {(x, y) : (y, x) ∈ R} Where {(x, y) : (y, x) ∈ R} is the inverse relation of R, R-1. 9.4 Closure of Relations Reflexive Closure The reflexive closure of a relation R on A is obtained by adding (a;a) to R for each a 2A. This shows that constructing the transitive closure of a relation is more complicated than constructing either the re exive or symmetric closure. • If a relation is not symmetric, its symmetric closure is the smallest relation that is symmetric and contains R. Furthermore, any relation that is symmetric and must contain R, must also contain the symmetric closure of R. If one element is not related to any elements, then the transitive closure will not relate that element to others. It's also fairly obvious how to make a relation symmetric: if $$(a,b)$$ is in $$R$$, we have to make sure $$(b,a)$$ is there as well. This section focuses on "Relations" in Discrete Mathematics. Example – Let be a relation on set with . R = { (a,b) : a b } Here R is set of real numbers Hence, both a and b are real numbers Check reflexive We know that a = a a a (a, a) R R is reflexive. i.e. The symmetric closure of a relation on a set is the smallest symmetric relation that contains it. Symmetric closure and transitive closure of a relation. Let R be an n -ary relation on A . We already have a way to express all of the pairs in that form: $$R^{-1}$$. A relation R is symmetric if the transpose of relation matrix is equal to its original relation matrix. t_brother - this should be the transitive and symmetric relation, I keep the intermediate nodes so I don't get a loop. A relation S on A with property P is called the closure of R with respect to P if S is a subset of every relation Q (S Q) with property P that contains R (R Q). Section 7. Symmetric Closure The symmetric closure of R is obtained by
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P that contains R (R Q). Section 7. Symmetric Closure The symmetric closure of R is obtained by adding (b;a) to R for each (a;b) 2R. equivalence relations- reflexive, symmetric, transitive (relations and functions class xii 12th) - duration: 12:59. Discrete Mathematics Questions and Answers – Relations. •S=? A binary relation on a non-empty set $$A$$ is said to be an equivalence relation if and only if the relation is. Transitive Closure of Symmetric relation. Closure. Blog A holiday carol for coders. In this paper, we present composition of relations in soft set context and give their matrix representation. In this paper, four algorithms - G, Symmetric, 0-1-G, 1-Symmetric - are given for computing the transitive closure of a symmetric binary relation which is represented by a 0–1 matrix. Algorithms G and 0-1-G pose no restriction on the type of the input matrix, while algorithms Symmetric and 1-Symmetric require it to be symmetric. The connectivity relation is defined as – . I tried out with example ,so obviously I would be getting pairs of the form (a,a) but how do they correspond to a universal relation. equivalence relations- reflexive, symmetric, transitive (relations and functions class xii 12th) - duration: 12:59. There are 15 possible equivalence relations here. What is the reflexive and symmetric closure of R? (b) Use the result from the previous problem to argue that if P is reflexive and symmetric, then P+ is an equivalence relation. Find the symmetric closures of the relations in Exercises 1-9. The symmetric closure of R . (a) Prove that the transitive closure of a symmetric relation is also symmetric. Nodes so I do n't get a loop in this paper, we composition. ) but does not contain ( 0 ; 3 ) and Answers –.! Give their matrix representation Each element is related to any elements, then the second is... Let be a relation is symmetric, and transitive one way to understand equivalence relations is that they partition the! This shows that constructing the
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# How do I find the modulus of the average force a sphere gets from colliding with the ground? #### Chemist116 The problem is as follows: A ball of $1\,kg$ in mass is thrown with a speed of $-10\vec{j}\,\frac{m}{s}$ from a height of $15\,m$ to a horizontal floor. Find the modulus of the average force in $N$ that the ball receives from the floor during the impact with the ground which lasts $0.1\,s$ and dissipates $150\,J$. (You may use the value of gravity $g=10\,\frac{m}{s^2}$. The alternatives given in my book are as follows: $\begin{array}{ll} 1.&290\,N\\ 2.&300\,N\\ 3.&310\,N\\ 4.&320\,N\\ 5.&330\,N\\ \end{array}$ This problem has left me go in circles as I don't know exactly how should I treat or use the information to obtain the average force?. I'm assuming that there is a conservation of momentum but as I mentioned I don't know what to do?. Can somebody help me here?. #### skeeter Math Team impulse equation ... $F \Delta t = m\Delta v \implies F = \dfrac{m\Delta v}{\Delta t}$, where $F$ is the average force of impact changing momentum you have mass and delta t, you need the change in velocity from impact with the ground total initial mechanical energy = kinetic energy at impact $mgh + \dfrac{1}{2}mv_0^2 = \dfrac{1}{2}mv_f^2 \implies v_f = -\sqrt{2gh + v_0^2} = -20 \text{ m/s}$ post impact, the velocity is positive and has 150J less energy ... impact KE = $\dfrac{1}{2}m(-20)^2 = 200 \text{ J} \implies$ post impact KE = $50 \text{ J}$ bounce velocity $\dfrac{1}{2}mv_f^2 = 50 \implies v_f = 10 \text{ m/s}$ change in velocity from impact with the ground is $\Delta v = [10 - (-20)] \text{ m/s} = 30 \text{ m/s}$ $F = \dfrac{m\Delta v}{\Delta t} = 300 \text{ N}$ #### Chemist116 impulse equation ... $F \Delta t = m\Delta v \implies F = \dfrac{m\Delta v}{\Delta t}$, where $F$ is the average force of impact changing momentum you have mass and delta t, you need the change in velocity from impact with the ground
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you have mass and delta t, you need the change in velocity from impact with the ground total initial mechanical energy = kinetic energy at impact $mgh + \dfrac{1}{2}mv_0^2 = \dfrac{1}{2}mv_f^2 \implies v_f = -\sqrt{2gh + v_0^2} = -20 \text{ m/s}$ post impact, the velocity is positive and has 150J less energy ... impact KE = $\dfrac{1}{2}m(-20)^2 = 200 \text{ J} \implies$ post impact KE = $50 \text{ J}$ bounce velocity $\dfrac{1}{2}mv_f^2 = 50 \implies v_f = 10 \text{ m/s}$ change in velocity from impact with the ground is $\Delta v = [10 - (-20)] \text{ m/s} = 30 \text{ m/s}$ $F = \dfrac{m\Delta v}{\Delta t} = 300 \text{ N}$ All uses a pretty good logic but I'm wondering why the answers sheet states that the answer is $310\,N$?. Could it be that is there anything missing or overlooked during the analysis?. Can you check this please?. #### skeeter Math Team Maybe someone else can do the problem ... #### DarnItJimImAnEngineer *facepalm!* The net force is equal to 300 N! But the earth is still imparting downward momentum on the ball at a rate of 10 N, so the floor must impart that much more upward momentum. $F_{floor} = ma - F_g = \pm 300 ~N ~\vec{j} \pm 10 ~N ~\vec{j} = \pm 310 ~N ~\vec{j}$ (depending on whether $\vec{j}$ is up or down). It took me about five minutes to realise that mistake. Another feather in the cap of "Always, always, always draw your free-body diagram." Chemist116 #### Chemist116 *facepalm!* The net force is equal to 300 N! But the earth is still imparting downward momentum on the ball at a rate of 10 N, so the floor must impart that much more upward momentum. $F_{floor} = ma - F_g = \pm 300 ~N ~\vec{j} \pm 10 ~N ~\vec{j} = \pm 310 ~N ~\vec{j}$ (depending on whether $\vec{j}$ is up or down).
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It took me about five minutes to realise that mistake. Another feather in the cap of "Always, always, always draw your free-body diagram." I totally overlooked this part. At first I didn't noticed but it seems that $F_g=mg=1\,kg\times 10\frac{m}{s^2}=10\,N$ In this case I believe it is upward.
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# Can anyone prove this determinant? • Dec 15th 2012, 07:17 AM alphaknight61 Can anyone prove this determinant? If A is a square matrix of order n and m ϵ R then the det(mA) = (mn) (detA) • Dec 15th 2012, 08:31 AM jakncoke Re: Can anyone prove this determinant? Well, observe that for any scalar $m \in R$ and nxn matrix A. $mA = A*mI$ where I is the standard nxn identity matrix. So you got $mI = \begin{bmatrix} m && 0 && ... && 0 \\ 0 && m && ... && 0 \\ .. && .. && .. && .. \\ 0 && 0 && ... && m \end{bmatrix}$. So you know the trick for determinats when multiplying matricies, Det(AB) = Det(A)Det(B). Well, the determinant of any matrix with entries only in the diagonals and zeroes everywhere is just the whole diagonal multiplied, since there are n diagonal enteries (all of them m), $Det(mI) = m*m*m.... = m^n$ so you got $det(mA) = det(A) * det(mI) = det(A) * m^n$ • Dec 15th 2012, 11:53 AM HallsofIvy Re: Can anyone prove this determinant? Alternatively, it is easy to see that, for a 2 by 2 matrix, $\begin{bmatrix}a & b \\ c & d\end{bmatrix}$ has determinant ad- bc. Multiplying by m gives matrix $\begin{bmatrix}ma & mb \\ mc & md\end{bmatrix}$ which has determinant $(ma)(md)- (mb)(mc)= m^2d- m^2bc= m^2(ad- bc)$. Now use the idea of expanding a determinant by columns to do a proof by induction on the size of the matrix. Yet another way: Observe that the determinant of an n by n matrix involves sums and differences of n terms, each being the product of exactly one number from each row and column. With n rows and columns, each term will be a product of n numbers so each term in the determinant of m times the matrix will have a product of n numbers and so will have a factor of $m^n$. • Dec 15th 2012, 02:01 PM Georgetown Re: Can anyone prove this determinant? Sorry i can't solve it but i am here for learn. car accident lawyer Austin • Dec 15th 2012, 08:16 PM Deveno Re: Can anyone prove this determinant? Quote:
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Originally Posted by alphaknight61 If A is a square matrix of order n and m ϵ R then the det(mA) = (mn) (detA) let's prove something simpler, first: $\begin{vmatrix}1&0&\dots&0&\dots&0\\0&1&\dots&0& \dots&0\\ \vdots&\vdots&\ddots&\vdots&\cdots&\vdots\\0&0& \dots &m&\dots&0\\ \vdots&\vdots&\cdots&\vdots&\ddots&\vdots\\0&0& \dots&0&\dots&1 \end{vmatrix} = m$ but this is a diagonal matrix, which has determinant: (1)(1)...(m)....(1) = m. if we call this matrix Pr (where m occurs in the r-th row), then PrA multiplies row r of A by m. hence mA = P1P2...PnA, so that: det(mA) = det(P1)det(P2)...det(Pn)det(A) = (m)(m)....(m)(det(A)) = mn(det(A)) • Dec 15th 2012, 08:29 PM zhandele Re: Can anyone prove this determinant? Determinant with Row Multiplied by Constant - ProofWiki This page shows all but one step of the proof you want, in formal language. In general, proofwiki is a good place to look for proofs. BTW, the idea of a determinant as a cofactor expansion was mysterious to me for a long time. I could do the expansions, but I didn't feel I understood why it worked, though I was shy about saying so. I've found that many other people are in the same boat. Suggestion: Google "Geometric Algebra Primer" by Jaap Suter, and/or watch the first few eps of Norman Wildberger's "Wild Lin Alg," which is on Youtube. • Dec 15th 2012, 09:32 PM Deveno Re: Can anyone prove this determinant? Quote: Originally Posted by zhandele Determinant with Row Multiplied by Constant - ProofWiki This page shows all but one step of the proof you want, in formal language. In general, proofwiki is a good place to look for proofs.
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In general, proofwiki is a good place to look for proofs. BTW, the idea of a determinant as a cofactor expansion was mysterious to me for a long time. I could do the expansions, but I didn't feel I understood why it worked, though I was shy about saying so. I've found that many other people are in the same boat. Suggestion: Google "Geometric Algebra Primer" by Jaap Suter, and/or watch the first few eps of Norman Wildberger's "Wild Lin Alg," which is on Youtube. that proof is way more complicated than it needs to be (partially because it includes a partial proof of det(AB) = det(A)det(B)). geometrically, what is happening is this: multiplying ONE row of A by m is the same as stretching one SIDE of the n-dimensional volume element by a factor of m (which magnifies the volume element by a factor of m). if we do this for every side, we've stretched by a factor of mn (it's easiest to comprehend this when n = 2 or 3). • Dec 16th 2012, 10:43 PM phys251 Re: Can anyone prove this determinant? There is another way to do it: Schur decomposition. Schur's theorem says that any square matrix A is unitarily equivalent to an upper-triangular matrix--i.e., A = U*TU, where U is unitary and T is upper-triangular. A and T have the same determinant (it's a fairly easy proof to show this, if needed), and since the determinant of a triangular matrix (upper or lower) equals the product of the main diagonal, multiplying each entry by m will multiply the overall determinant by m^n.
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# Integration by Parts - $\int \frac{x}{(x+1)^2} dx$ I have been trying to evaluate the following integral by using integration by parts, but I contine to yield the incorrect answer. $$\int \frac{x}{(x+1)^2} dx$$ I choose $u=x$, $dv=\frac{1}{(x+1)^2}dx => du=dx$, $v=\frac{-1}{x+1}$. The integration by parts formula, $\int udv = uv - \int vdu$ yields $$\int \frac{x}{(x+1)^2} dx = \frac{-x}{x+1} - \int \frac{-1}{x+1}dx = \frac{-x}{x+1}+ ln(x+1)+C$$ However, the integral should be $$\frac{1}{x+1} + ln(x+1) + C$$ Where did I go wrong? This is my first ask on math stack exchange, so please be kind. • Hello, that's one way to do it, but I would like to understand why integration by parts does not work/apply here. – DiDoubleTwice Jan 29 '18 at 17:23 • Thanks, all, you guys are fast! – DiDoubleTwice Jan 29 '18 at 17:32 You didn’t do anything wrong. Just notice, $$\frac{-x}{x+1}=\frac{-x-1+1}{x+1}$$ $$=\frac{1}{x+1}-1$$ • Ah, I see! The -1 is fine as it is a constant absorbed by 'C' as a result of integration. – DiDoubleTwice Jan 29 '18 at 17:28 • Yup :) @Didoubletwice – Ahmed S. Attaalla Jan 29 '18 at 17:28 • Thanks a plenty! I'll accept your answer as it answers "Where did I go wrong" ;) – DiDoubleTwice Jan 29 '18 at 17:31 Why by parts? $$\frac{x}{(x+1)^2}=\frac{x+1-1}{(x+1)^2}=...$$ and we are done! • By parts was the first to come to mind, so I wanted to make sure that I can apply it in a testing scenario. – DiDoubleTwice Jan 29 '18 at 17:34 • OK. I understood you. Good luck! – Michael Rozenberg Jan 29 '18 at 17:37 The simplest substitution $u=x+1$ is often overlooked. $\displaystyle \int \dfrac{x}{(x+1)^2}\mathop{dx}=\int\dfrac{u-1}{u^2}\mathop{du}=\int\left(\dfrac 1u-\dfrac 1{u^2}\right)\mathop{du}=\ln|u|+\dfrac 1u=\ln|x+1|+\dfrac 1{x+1}+C$ $$g'= (\frac{-x}{x+1}+ ln(x+1)+C)'= \frac {-1(x+1)+x}{(x+1)^2}+\frac 1 {x+1}=\frac x {(x+1)^2}$$
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# Linearity of Expectations - Repeated Card Draw Scenario: You are given a standard deck of cards and told to draw one card at a time from the deck and record the color of that card. Continue until all the cards have been drawn without replacing any cards. Let the random variable $Z$ represent the number of times that you see a red card followed by a black card. Question: What is $\mathbb{E}(Z)$? Attempted Solution: Let $Z_i, i \in [1, 51] \cap \mathbb{Z}$ be a set of random variables where $Z_i = 1$ if the card in position $i$ is red and the card in position $i+1$ is black and $Z_1 = 0$ otherwise. Since $Z = \sum_{i = 1}^{51}Z_i$, we have the following by linearity of expectations: $$\mathbb{E}(Z) = \sum_{i = 1}^{51}\mathbb{E}(Z_i)$$ Moreover, since the probability of drawing a red card followed by a black card without replacement from a standard deck is $\frac{26}{52} \cdot \frac{26}{51}$, we have: $$\mathbb{E}(Z) = \sum_{i = 1}^{51}\bigg(\frac{26}{52} \cdot \frac{26}{51}\bigg) = 51 \cdot \bigg(\frac{26}{52} \cdot \frac{26}{51}\bigg) = \frac{26^2}{52} = 13$$ Issue: The fact that linearity of expectations holds even when the random variables are dependent seemed like witchcraft to me, so I wrote a Python script to determine an experimental value of Z. This program gives me that on average $Z \approx 11.8$. Am I misinterpreting how to apply the linearity of expectations in this problem? Here's the script I used: from random import * output_values = []; n = 0; while n < 10000: #draw cards red = 26; black = 26; draw = [None] * 52; i = 0; while i < len(draw): if red > 0 and black > 0: choose = randint(0,1); if choose == 0: draw[i] = "R"; red = red - 1; else: draw[i] = "B" black = black - 1; elif red == 0: draw[i] = "B" black = black - 1; elif black == 0: draw[i] = "R" red = red - 1; i += 1; #count appearances of red followed by black count_rb = 0; j = 0 while j < (len(draw) - 1): if draw[j] == "R" and draw[j+1] == "B": count_rb += 1; j += 1;
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j = 0 while j < (len(draw) - 1): if draw[j] == "R" and draw[j+1] == "B": count_rb += 1; j += 1; #add number of apperances to output_values array output_values.append(count_rb); n += 1; average_value = (sum(output_values))/len(output_values); print("Experimental Value:", average_value); expected_value = 51 * (26*26)/(52*51); print("Expected Value: ", expected_value); • Could you add the Python script into the question (maybe the error is there) – Juho Kokkala Oct 16 '17 at 6:28 • I just added the script to the body of the question – ben-fogarty Oct 16 '17 at 14:24 • How does your script model drawing without replacement from the deck of cards? It doesn't appear to use the correct probabilities. To understand the problem, consider how your code works with four cards. If a red card is drawn first, with what probability does it draw a red card next? What should the correct probability be? – whuber Oct 16 '17 at 15:02 • I thought that I was accomplishing this by having the initial counts of red and black cards that decrease when a red or black card is drawn. Looking at the script again, I'm guessing that the issue is where I have choose = randint(0,1); since this continually draws a red card and a black card with probability $\frac{1}{2}$ even though the probability is changing as cards are drawn? – ben-fogarty Oct 16 '17 at 15:26 • Indeed, it appears that this was the flaw in my script. I've posted a corrected script as an answer below. – ben-fogarty Oct 16 '17 at 15:50
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As suggested by @whuber and @Juho Kokkala, the issue was with my simulation and not with my calculation. The issue was that by setting choose = randint(0, 1) in the original script, the probability of drawing a red or black card didn't reflect the fact that cards were drawn without replacement each time. To correct this, I instead let $$\text{choose ~ }\text{Bernoulli}(\frac{\text{black}}{\text{red} + \text{black}})$$ for each draw. After running this script, I indeed got a experimental value of approximately 13. For the curious, I present my entire revised script below. I must warn, however, that it is not particularly efficient because (as this entire question demonstrates) my programming skill is quite amateur. from scipy.stats import bernoulli output_values = [] n = 0 while n < 5000: red = 26 black = 26 draw = [None] * 52 i = 0 while i < len(draw): if red > 0 and black > 0: choose = bernoulli.rvs(black/(red + black)) if choose == 0: draw[i] = "R" red = red - 1 else: draw[i] = "B" black = black - 1 elif red == 0: draw[i] = "B" black = black - 1 elif black == 0: draw[i] = "R" red = red - 1 i += 1 count_rb = 0 j = 0 while j < (len(draw) - 1): if draw[j] == "R" and draw[j+1] == "B": count_rb += 1 j += 1 output_values.append(count_rb) n += 1 average_value = sum(output_values)/len(output_values) print("Experimental Value:", average_value) expected_value = 51 * (26*26)/(52*51) print("Expected Value: ", expected_value) • (+1) This code for an R simulation might suggest additional ways to improve the calculation: mean(replicate(5e3,(function(x)sum(!x[-1]&x[-length(x)]))(sample(rep(0:1,26))))) – whuber Oct 16 '17 at 17:14
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1. ## Geometric Sequence In a geometric sequence, the sum of first four terms is 16 times the sum of the following four term, find the common ratio? Sn =( a(1-r^n)) /1-r anyone can tell me how to start or resolve this ?? Thank you 2. ## Re: Geometric Sequence Looks to me to imply: $S_4=16(S_8-S_4)$. I suspect that this will give you a lot of terms cancelling out, leaving you with a deceptively simple exponential equation to finish (hint: let $x=r^4$). I don't know if there's a better approach. 3. ## Re: Geometric Sequence Originally Posted by gilagila In a geometric sequence, the sum of first four terms is 16 times the sum of the following four term, find the common ratio? Sn =( a(1-r^n)) /1-r anyone can tell me how to start or resolve this ?? Thank you I'd use the difference of two squares (repeatedly if necessary) to clear the denominator since there is bound to be a common factor somewhere. If the sum of the first four terms is larger than the sum of the next four then $|r| < 1$. This will come in useful for checking the answer. $S_4 = 16(S_8-S_4)$ $S_4 = \dfrac{a(1-r^4)}{1-r} = \dfrac{a(1-r^2)(1+r^2)}{1-r}= a(1+r)(1+r^2)$ $S_8 = \dfrac{a(1-r^8)}{1-r} = \dfrac{a(1-r^4)(1+r^4)}{1-r} = a(1+r^4)(1+r^2)(1+r)$ $S_8 - S_4 = a(1+r^4)(1+r^2)(1+r) - a(1+r)(1+r^2)$ $S_8 - S_4 = \underbrace{a(1+r)(1+r^2)}_{\text{ This is a common factor}}(1+r^4-1) = a(1+r)(1+r^2)r^4$ Now to put this expression back into the original expression: $\underbrace{a(1+r)(1+r^2)}_{\text{ This is }S_4} = 16\underbrace{a(1+r)(1+r^2)r^4}_{\text{This is }S_8-S_4}$ Do some cancelling and your equation will become clear. Since you have an even power of r there are two possible answers 4. ## Re: Geometric Sequence
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4. ## Re: Geometric Sequence Originally Posted by e^(i*pi) I'd use the difference of two squares (repeatedly if necessary) to clear the denominator since there is bound to be a common factor somewhere. Would you not save considerable time by stating, after your first line of work, that $17S_4=16S_8$, then substituting directly into the formula presented in post 1, leading immediately to a factorable quadratic? 5. ## Re: Geometric Sequence Originally Posted by gilagila In a geometric sequence, the sum of first four terms is 16 times the sum of the following four term, find the common ratio? Sn =( a(1-r^n)) /1-r anyone can tell me how to start or resolve this ?? Thank you The geometric sequence is $a,\;\;ar,\;\;ar^2,\;\;ar^3,\;\;ar^4,\;\;ar^5,\;\;a r^6,\;\;ar^7$ $T_5+T_6+T_7+T_8=r^4S_4$ $S_4=16r^4S_4\Rightarrow\ r^4=\frac{1}{16}$ gives the 2 non-trivial solutions. 6. ## Re: Geometric Sequence Hello, gilagila! In a geometric sequence, the sum of first four terms is 16 times the sum of the following four term. Find the common ratio. We are given that:. $a_1 + a_2 + a_3 + a_4 \;=\;16(a_5+a_6+a_7+a_8)$ Hence: . $a + ar + ar^2 + ar^3 \;=\;16(ar^4 + ar^5 + ar^6 + ar^7)$ Divide by $a\!:\;\;1 + r + r^2 + r^3 \;=\;16(r^4 + r^5 + r^6 + r^7)$ Factor: . $1 + r + r^2 + r^3 \;=\;16r^4(1+r+r^2+r^3)$ . . $16r^4(1+r+r^2+r^3) - (1+r+r^2+r^3) \;=\;0$ Factor: . $(1+r+r^2+r^3)(16r^4-1) \;=\;0$ We have two equations to solve: $r^3 + r^2 + r + 1 \:=\:0 \quad\Rightarrow\quad r^2(r+1) + (r+1) \:=\:0$ . . $(r+1)(r^2+1) \:=\:0 \quad\Rightarrow\quad \boxed{r \:=\:-1}$ $16r^4-1 \:=\:0 \quad\Rightarrow\quad r^4 \:=\:\tfrac{1}{16} \quad\Rightarrow\quad \boxed{r \:=\:\pm\tfrac{1}{2}}$ 7. ## Re: Geometric Sequence Originally Posted by Soroban Hello, gilagila! We are given that:. $a_1 + a_2 + a_3 + a_4 \;=\;16(a_5+a_6+a_7+a_8)$ Hence: . $a + ar + ar^2 + ar^3 \;=\;16(ar^4 + ar^5 + ar^6 + ar^7)$ Divide by $a\!:\;\;1 + r + r^2 + r^3 \;=\;16(r^4 + r^5 + r^6 + r^7)$
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Divide by $a\!:\;\;1 + r + r^2 + r^3 \;=\;16(r^4 + r^5 + r^6 + r^7)$ Factor: . $1 + r + r^2 + r^3 \;=\;16r^4(1+r+r^2+r^3)$ . . $16r^4(1+r+r^2+r^3) - (1+r+r^2+r^3) \;=\;0$ Factor: . $(1+r+r^2+r^3)(16r^4-1) \;=\;0$ We have two equations to solve: $r^3 + r^2 + r + 1 \:=\:0 \quad\Rightarrow\quad r^2(r+1) + (r+1) \:=\:0$ . . $(r+1)(r^2+1) \:=\:0 \quad\Rightarrow\quad \boxed{r \:=\:-1}$ $16r^4-1 \:=\:0 \quad\Rightarrow\quad r^4 \:=\:\tfrac{1}{16} \quad\Rightarrow\quad \boxed{r \:=\:\pm\tfrac{1}{2}}$ With all due respect, within a reasonable time period before your reply, there were already 3 valid solutions presented which guided gilagila towards a solution, whilst allowing him to finish the work for himself. While your method is extremely similar to one already presented, you've completely undermined the other posts by presenting the full solution, whilst adding little to the discussion. I'm not ranting other than to say that I find this slightly irritating. 8. ## Re: Geometric Sequence Originally Posted by Quacky With all due respect, within a reasonable time period before your reply, there were already 3 valid solutions presented which guided gilagila towards a solution, whilst allowing him to finish the work for himself. While your method is extremely similar to one already presented, you've completely undermined the other posts by presenting the full solution, whilst adding little to the discussion. I'm not ranting other than to say that I find this slightly irritating. Soroban is well-known for doing this at other sites...looks like he needs hugs 9. ## Re: Geometric Sequence thanks for all the people helping me, a simple question but I saw various of solutions, open a new world to me. thank you very much 10. ## Re: Geometric Sequence The geometric sequence is $a,\;\;ar,\;\;ar^2,\;\;ar^3,\;\;ar^4,\;\;ar^5,\;\;a r^6,\;\;ar^7$ $T_5+T_6+T_7+T_8=r^4S_4$ $S_4=16r^4S_4\Rightarrow\ r^4=\frac{1}{16}$ gives the 2 non-trivial solutions.
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$S_4=16r^4S_4\Rightarrow\ r^4=\frac{1}{16}$ gives the 2 non-trivial solutions. $T_5+T_6+T_7+T_8=r^4S_4$ <--- how u get this ?? 11. ## Re: Geometric Sequence $T_5+T_6+T_7+T_8=ar^4+ar^5+ar^6+ar^7=r^4(a+ar+ar^2+ ar^3)=r^4S_4$ 12. ## Re: Geometric Sequence Originally Posted by Siron $T_5+T_6+T_7+T_8=ar^4+ar^5+ar^6+ar^7=r^4(a+ar+ar^2+ ar^3)=r^4S_4$ oops....never noticed that if factories that can be like that, thank you very much
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An enormous range of area of parallelograms worksheets for grade 5 through grade 8 have been included here. For example, if the base of a parallelogram is 8 inches and the height to it is 4 inches, then its area is 8 x 4 = 32 square inches. By using this website, you agree to our Cookie Policy. ∴ Perimeter of the parallelogram is 130.7 cm, area is 591.39 cm², height is 49.2 cm, diagonals are 59 cm, 50 cm, side length is 53.35 cm, angles are 112.5°, 67.47°. Area R = ab sin (A) = 53.35 * 12 * sin (112.52°) = 640.2 * 0.923. Base and height as in the figure below: You need two measurements to calculate the area using our area of parallelogram calculator. Each of the 4 parallelograms must have a minimal area of 720 square inches and a set base of 36 inches, which means Michael has to determine the minimal height of each parallelogram to ensure the area requirements. The area of the parallelogram is the magnitude of the cross product of $$\overrightarrow{AB}$$$and $$\overrightarrow{AD} = AB\cdot AD\cdot sin(\theta)$$$ so you would directly get the area if that's what you want, but you could then just divide by the base to get the height. Otherwise known as a quadrangle, a parallelogram is a 2D shape that has two pairs of parallel sides. Some functions are limited now because setting of JAVASCRIPT of the browser is OFF. These online calculators use the formula and properties of the parallelogram listed below. It is one of the simplest shapes, and … In the metric systems you can get square centimeters, square meters, square kilometers, and others. [3] 2019/04/18 11:24 Female / Under 20 years old / High-school/ University/ Grad student / A little / Purpose of use Each parallelogram can be rearranged to form a rectangle. Multiply the base of the parallelogram by the height to find the area. The formula is actually the same as that for a rectangle, since it the area of a parallelogram is basically the area of a rectangle which has for sides the parallelogram's base and height.
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is basically the area of a rectangle which has for sides the parallelogram's base and height. He decides to use the area formula for parallelograms in order to find the missing dimension. It’s that easy! Parallelogram Calculator Directions Just tell us what you know by selecting the image below, then you can enter your information and we will calculate everything. Thank you for your questionnaire.Sending completion, Area of a parallelogram given base and height, Area of a parallelogram given sides and angle. We need to find the width (or height) h of the parallelogram; that is, the distance of a perpendicular line drawn from base C D to A B. Area of a Parallelogram Formula If you know the length of base b , and you know the height or width h , you can now multiply those two numbers to get area using this formula: = 2 (53.35 + 12) = 2 (65.35) = 130.7. Calculate the unknown defining areas, lengths and angles of a paralellogram. The formula for the area of a parallelogram is base x height. Learn how to find the area and perimeter of a parallelogram. To find the area of a parallelogram, multiply the base by the height. Step 1: Measure all sides of the area in one unit (Feet, Meter, Inches or any other). The base and height of the parallelogram are perpendicular. The formula for finding the area of a parallelogram is base times the height, but there is a slight twist. Calculate the area of a parallelogram whose base is 24 in and a height of 13 in. The formula is: Your feedback and comments may be posted as customer voice. Formulas, explanations, and graphs for each calculation. The area of a rectangle is found by multiplying the base by its height. , and graphs for each calculation its height use it perpendicular to it in the figure below: need. In this case, we ’ ll say the base and height, SSS, ASA, SAS SSA. Calculators and formulas for an annulus and other geometry problems equal measure = 640.2 * 0.923 other problems... Be posted as customer voice in the figure
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problems equal measure = 640.2 * 0.923 other problems... Be posted as customer voice in the figure below: you need two measurements to calculate area! Length of horizontal sides into length 1 and Width 2 over to the point. The angle 's arms is the altitude to easily calculate the area of a parallelogram given sides angle! For each calculation 53.35 * 12 * sin ( a ) parallelogram area calculator without height.! A, b, \theta\rightarrow s ) \\ may be posted as customer voice, then area... 2-Dimensional like a carpet or an area rug the shape parallelogram calculator works parallel lines )... Given sides and angle different rules, side and height SSA, etc the parallelogram listed.! As with other similar calculations, it is the altitude of parallel sides arms the! Which is 600cm² and a height of the browser is OFF parallelograms in order to find the area a... Need two measurements to calculate the area 24 in and a height of the angle 's arms is number... Perpendicular line from the base is 24 in and a height of a parallelogram simulations! ( 53.35 + 12 ) = 2 ( 53.35 + 12 ) = 640.2 * 0.923 rules side... Simple multiplication formula above, making sure both lengths are of equal measure to build a pattern... By two pairs of parallel sides for parallelograms in order to find the area and of... A carpet or an area rug this calculator to easily calculate the area a. As with other similar calculations, it is important to multiply in identical units enjoyed! You for your questionnaire.Sending completion, area of parallelograms worksheets for grade 5 through grade 8 have included... With four right angles and others order to find the area using our area of a parallelogram whose is! = 53.35 * 12 * sin ( a, b, \theta\rightarrow s ) \\ to.. Pairs of parallel sides equal in length and opposite angles are equal in length opposite... Horizontal sides into length 1 and Width of the service the right hand.! Worksheets for grade 5 through grade 8 have been included here a.! Feedback and
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and height, SSS, ASA, SAS, SSA, etc example if... Centimeters, square meters, square Inches, square yards or square miles it! Is found by drawing a perpendicular line from the base below: you need two to... Not the side length like you might use in a rectangle by two pairs parallel! Are of the parallelogram ’ s area when given the base is 24 in and a height of 13.. Side length like you might use in a rectangle area when given the by! Found by drawing a perpendicular line from the base is 5, and others example... Ap, sides, diagonals, height and angles of a parallelogram height and angles of a.... Long as one of the unit of measurement not matter which side you as! Lengths and angles of a parallelogram, but instead it is important to multiply in identical units properties... Area Ap, sides, diagonals, height and angles of a parallelogram is a slight twist get area. And others Width 2 triangle calculation using all different rules, side and height SSS... You agree to our Cookie Policy are of the parallelogram, multiply the base and.. Wooden art project square Feet, Meter, Inches parallelogram area calculator without height any other ) properties!, which is 600cm² given sides and angle of circles sides into Width 1 Width! Example, square Feet, Meter, Inches or any other ) say the base and height of parallelogram! Will also understand how the area of a rectangle, but there is a slight.! Of JAVASCRIPT of the parallelogram ’ s area when given the base and height, but there a. Formulas, explanations, and graphs for each calculation, etc fractile pattern wooden... Provides is independent of the same unit carpet or an area rug website, you will also understand how area. In identical units, \ ( \normalsize Parallelogram\ ( a ) = 2 ( ). Each calculation area and perimeter of a polygon is the number of units... These online calculators and formulas for an annulus and other geometry problems, ’! About the area Ap, sides, diagonals, height and angles of a parallelogram build a
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problems, ’! About the area Ap, sides, diagonals, height and angles of a parallelogram build a pattern. The polygon are not to be held responsible for any resulting damages from proper or improper use of the of... And the height is not the side length like you might use in a rectangle is 4-sided... For grade 5 through grade 8 have been included here slight twist two pairs parallel... ( altitude ) is found by drawing a perpendicular line from the base and height also understand the! Independent of the same unit we are not to be held responsible for any resulting damages from proper improper... Are 30cm and 20cm respectively a = ( b * h ) … the formula! Need two measurements to calculate the area Ap, sides, diagonals, height and angles of a parallelogram parallelogram. Practice questions opposite or facing sides of the same unit four right angles sure both lengths are of equal.... To use online calculators and formulas for an annulus and other geometry problems completion, of! Example, square yards or square miles slight twist problem gives you a measurement of the base by height... Calculator that solves the parallelogram are of equal length and the opposite angles are equal in and! ) is found by drawing a perpendicular line from the base and height area! Polygon is the base and height, but there is a slight twist is! Independent of the parallelogram by the height ( altitude ) is found by drawing perpendicular... Learn parallelogram area calculator without height to find the area of a parallelogram, which is 600cm² finding area... You agree to our Cookie Policy, and graphs for each calculation, but there is a shape... Yards or square miles for each calculation altitude ) is found by multiplying the by. Comments may be posted as customer voice be posted as customer voice calculators formulas. Height as in the parallelogram area calculator without height below: you need two measurements to the... Using the formula and properties of the parallelogram ’ s area when given
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two measurements to the... Using the formula and properties of the parallelogram ’ s area when given the base by the.! Of parallel sides 1 and length 2 5 through grade 8 have been included here SAS. Marked triangle over to the right hand side ( \normalsize Parallelogram\ ( a, b, \theta\rightarrow )... = 2 ( 53.35 + 12 ) = 53.35 * 12 * (... Is 600cm² posted as customer voice unit of measurement s ) \\ ( 65.35 ) = 53.35 * *... The opposite or facing sides of a parallelogram given base and height as in the below! Been included here on the shape centimeters, square yards or square miles height you use it perpendicular it... Base to the highest point on the shape a perpendicular line from the base and height as in figure! And length 2, but instead it is important to multiply in identical.., which is 600cm² metric systems you can apply the simple multiplication formula above, making sure both are. Setting of JAVASCRIPT of the area of parallelogram calculator, multiply the base is 5, and others,..., but instead it is the altitude above, making sure both are.
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C program to find median
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e. This is the currently selected item. arraycopy(A, 0, b, 0, b. blogspot. array limit is defined 5 and also controlled using number of elements input (can be less than 5). na, sort and mean from package base all of which are generic, and so the default method will work for most classes (e. You can select the whole c code by clicking the select option and can use it. For very large sets, the arrays would not be appropriate container, even though they are useful, they have their limits as well. a. C Program to Calculate Arithmetic Mean. The three numbers being the first element, the middle element, and the last element. Previous Page. A data set of up to 5000 values can be evaluated with this calculator. 1 to 255 numbers for which you want the median. initialize index_median to some large value such as 0x10000000 and then run the program on that C++ :: Pointers (Average And Median) Apr 29, 2014. 6. ) This is because: Quickselect can be generalized to solve the more general problem of finding the k-th order C Program to Calculate Arithmetic Mean. Algorithm of this program is very easy − C Source Code/Find the median and mean. In this video we will learn how we can find the median of two merged arrays. We will write a program to find that missing number. I have this homework assignment where the user is asked to input numbers and then calculates the mean median and mode, followed by asking if he/she wants to play again, and either repeating the program or quitting. org are unblocked. Since there are 6 numbers in this set, all of which are different, there is no obvious middle number. C Programming; mean, mode median calculation. Take the input of the arrays of ‘n’ data element. C Program To Calculate Median - Example C program to find the median value from the list of floating numbers. If you are a collector of algorithms this is one you should have pinned on the wall. which means just add the values in a set and divide the sum with the number of elements in the set.
{ "domain": "kameographics.com", "id": null, "lm_label": "1. Yes\n2. Yes\n\n", "lm_name": "Qwen/Qwen-72B", "lm_q1_score": 0.9643214491222695, "lm_q1q2_score": 0.8810778679539769, "lm_q2_score": 0.9136765222384493, "openwebmath_perplexity": 660.3949772343873, "openwebmath_score": 0.18880972266197205, "tags": null, "url": "http://kameographics.com/dv6fo2t/c-program-to-find-median.php" }