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4,401
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Bill-NOM
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4,402
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3-come-PL-FUT-INFER
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4,403
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John-NOM Bill-NOM 3-come-PL-FUT-INFER
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4,404
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'John or Bill will come.'
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4,405
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An operand of a conjunction is a conjunct.
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4,406
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Beyond logic, the term "conjunction" also refers to similar concepts in other fields:
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4,407
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Logical conjunction is an operation on two logical values, typically the values of two propositions, that produces a value of true if and only if both of its operands are true.
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4,408
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The conjunctive identity is true, which is to say that AND-ing an expression with true will never change the value of the expression. In keeping with the concept of vacuous truth, when conjunction is defined as an operator or function of arbitrary arity, the empty conjunction is often defined as having the result true.
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4,409
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In systems where logical conjunction is not a primitive, it may be defined as
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4,410
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or
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4,411
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or in logical operator notation:
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4,412
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Here is an example of an argument that fits the form conjunction introduction:
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4,413
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Conjunction elimination is another classically valid, simple argument form. Intuitively, it permits the inference from any conjunction of either element of that conjunction.
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4,414
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...or alternatively,
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4,415
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In logical operator notation:
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4,416
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...or alternatively,
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4,417
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This formula can be seen as a special case of
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4,418
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In other words, a conjunction can actually be proven false just by knowing about the relation of its conjuncts, and not necessary about their truth values.
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4,419
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This formula can be seen as a special case of
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4,420
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Either of the above are constructively valid proofs by contradiction.
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4,421
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commutativity: yes
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4,422
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associativity: yes
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4,423
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distributivity: with various operations, especially with or
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4,424
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with material nonimplication:
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4,425
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with itself:
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4,426
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idempotency: yes
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4,427
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monotonicity: yes
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4,428
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truth-preserving: yes
When all inputs are true, the output is true.
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4,429
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falsehood-preserving: yes
When all inputs are false, the output is false.
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4,430
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Walsh spectrum:
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4,431
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Nonlinearity: 1
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4,432
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If using binary values for true and false , then logical conjunction works exactly like normal arithmetic multiplication.
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4,433
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In high-level computer programming and digital electronics, logical conjunction is commonly represented by an infix operator, usually as a keyword such as "AND", an algebraic multiplication, or the ampersand symbol & . Many languages also provide short-circuit control structures corresponding to logical conjunction.
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4,434
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Logical conjunction is often used for bitwise operations, where 0 corresponds to false and 1 to true:
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4,435
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The operation can also be applied to two binary words viewed as bitstrings of equal length, by taking the bitwise AND of each pair of bits at corresponding positions. For example:
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4,436
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This can be used to select part of a bitstring using a bit mask. For example, 10011101 AND 00001000 = 00001000 extracts the fourth bit of an 8-bit bitstring.
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4,437
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In computer networking, bit masks are used to derive the network address of a subnet within an existing network from a given IP address, by ANDing the IP address and the subnet mask.
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4,438
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Logical conjunction "AND" is also used in SQL operations to form database queries.
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4,439
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The Curry–Howard correspondence relates logical conjunction to product types.
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4,440
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As with other notions formalized in mathematical logic, the logical conjunction and is related to, but not the same as, the grammatical conjunction and in natural languages.
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4,441
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English "and" has properties not captured by logical conjunction. For example, "and" sometimes implies order having the sense of "then". For example, "They got married and had a child" in common discourse means that the marriage came before the child.
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4,442
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The word "and" can also imply a partition of a thing into parts, as "The American flag is red, white, and blue." Here, it is not meant that the flag is at once red, white, and blue, but rather that it has a part of each color.
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4,443
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In some programming languages, any expression can be evaluated in a context that expects a Boolean data type. Typically expressions like the number zero, the empty string, empty lists, and null evaluate to false, and strings with content , other numbers, and objects evaluate to true.
Sometimes these classes of expressions are called "truthy" and "falsy" / "false".
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4,444
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In classical logic, with its intended semantics, the truth values are true , and untrue or false ; that is, classical logic is a two-valued logic. This set of two values is also called the Boolean domain. Corresponding semantics of logical connectives are truth functions, whose values are expressed in the form of truth tables. Logical biconditional becomes the equality binary relation, and negation becomes a bijection which permutes true and false. Conjunction and disjunction are dual with respect to negation, which is expressed by De Morgan's laws:
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4,445
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Propositional variables become variables in the Boolean domain. Assigning values for propositional variables is referred to as valuation.
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4,446
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In intuitionistic logic, and more generally, constructive mathematics, statements are assigned a truth value only if they can be given a constructive proof. It starts with a set of axioms, and a statement is true if one can build a proof of the statement from those axioms. A statement is false if one can deduce a contradiction from it. This leaves open the possibility of statements that have not yet been assigned a truth value.
Unproven statements in intuitionistic logic are not given an intermediate truth value . Indeed, one can prove that they have no third truth value, a result dating back to Glivenko in 1928.
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4,447
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Instead, statements simply remain of unknown truth value, until they are either proven or disproven.
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4,448
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There are various ways of interpreting intuitionistic logic, including the Brouwer–Heyting–Kolmogorov interpretation. See also Intuitionistic logic § Semantics.
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4,449
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Multi-valued logics allow for more than two truth values, possibly containing some internal structure. For example, on the unit interval such structure is a total order; this may be expressed as the existence of various degrees of truth.
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4,450
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Not all logical systems are truth-valuational in the sense that logical connectives may be interpreted as truth functions. For example, intuitionistic logic lacks a complete set of truth values because its semantics, the Brouwer–Heyting–Kolmogorov interpretation, is specified in terms of provability conditions, and not directly in terms of the necessary truth of formulae.
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4,451
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But even non-truth-valuational logics can associate values with logical formulae, as is done in algebraic semantics. The algebraic semantics of intuitionistic logic is given in terms of Heyting algebras, compared to Boolean algebra semantics of classical propositional calculus.
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4,452
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Intuitionistic type theory uses types in the place of truth values.
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4,453
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Topos theory uses truth values in a special sense: the truth values of a topos are the global elements of the subobject classifier. Having truth values in this sense does not make a logic truth valuational.
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4,454
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The real numbers are fundamental in calculus , in particular by their role in the classical definitions of limits, continuity and derivatives.
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4,455
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The real numbers include the rational numbers, such as the integer −5 and the fraction 4 / 3. The rest of the real numbers are called irrational numbers. Some irrational numbers are the root of a polynomial with integer coefficients, such as the square root √2 = 1.414...; these are called algebraic numbers. There are also real numbers which are not, such as π = 3.1415...; these are called transcendental numbers.
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4,456
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Real numbers can be thought of as all points on a line called the number line or real line, where the points corresponding to integers are equally spaced.
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4,457
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Conversely, analytic geometry is the association of points on lines to real numbers such that geometric displacements are proportional to differences between corresponding numbers.
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4,458
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The informal descriptions above of the real numbers are not sufficient for ensuring the correctness of proofs of theorems involving real numbers. The realization that a better definition was needed, and the elaboration of such a definition was a major development of 19th-century mathematics and is the foundation of real analysis, the study of real functions and real-valued sequences. A current axiomatic definition is that real numbers form the unique Dedekind-complete ordered field. Other common definitions of real numbers include equivalence classes of Cauchy sequences , Dedekind cuts, and infinite decimal representations. All these definitions satisfy the axiomatic definition and are thus equivalent.
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4,459
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Real numbers are completely characterized by their fundamental properties that can be summarized by saying that they form an ordered field that is Dedekind complete. Here, "completely characterized" means that there is a unique isomorphism between any two Dedekind complete ordered fields, and thus that their elements have exactly the same properties. This implies that one can manipulate real numbers and compute with them, without knowing how they can be defined; this is what mathematicians and physicists did during several centuries before the first formal definitions were provided in the second half of the 19th century. See Construction of the real numbers for details about these formal definitions and the proof of their equivalence.
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4,460
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The real numbers form an ordered field. Intuitively, this means that methods and rules of elementary arithmetic apply to them. More precisely, there are two binary operations, addition and multiplication, and a total order that have the following properties.
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4,461
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Many other properties can be deduced from the above ones. In particular:
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4,462
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Several other operations are commonly used, which can be deduced from the above ones.
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4,463
|
The real numbers 0 and 1 are commonly identified with the natural numbers 0 and 1. This allows identifying any natural number n with the sum of n real numbers equal to 1.
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4,464
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The above identifications make sense, since natural numbers, integers and real numbers are generally not defined by their individual nature, but by defining properties . So, the identification of natural numbers with some real numbers is justified by the fact that Peano axioms are satisfied by these real numbers, with the addition with 1 taken as the successor function.
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4,465
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These identifications are formally abuses of notation, and are generally harmless. It is only in very specific situations, that one must avoid them and replace them by using explicitly the above homomorphisms. This is the case in constructive mathematics and computer programming. In the latter case, these homomorphisms are interpreted as type conversions that can often be done automatically by the compiler.
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4,466
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Dedekind completeness implies other sorts of completeness , but also has some important consequences.
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4,467
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The last two properties are summarized by saying that the real numbers form a real closed field. This implies the real version of the fundamental theorem of algebra, namely that every polynomial with real coefficients can be factored into polynomials with real coefficients of degree at most two.
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4,468
|
A key property of real numbers is their decimal representation. A decimal representation consists of a nonnegative integer k and an infinite sequence of decimal digits
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4,469
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that is written
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4,470
|
The real number defined by the sequence is the least upper bound of the
D
n
,
{\displaystyle D_{n},}
which exists by Dedekind completeness.
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4,471
|
In summary, there is a bijection between the real numbers and the decimal representations that do not end with infinitely many trailing 9.
|
4,472
|
A main reason for using real numbers is so that many sequences have limits. More formally, the reals are complete :
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4,473
|
A sequence of real numbers is called a Cauchy sequence if for any ε > 0 there exists an integer N such that the distance |xn − xm| is less than ε for all n and m that are both greater than N. This definition, originally provided by Cauchy, formalizes the fact that the xn eventually come and remain arbitrarily close to each other.
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4,474
|
A sequence converges to the limit x if its elements eventually come and remain arbitrarily close to x, that is, if for any ε > 0 there exists an integer N such that the distance |xn − x| is less than ε for n greater than N.
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4,475
|
Every convergent sequence is a Cauchy sequence, and the converse is true for real numbers, and this means that the topological space of the real numbers is complete.
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4,476
|
The set of rational numbers is not complete. For example, the sequence , where each term adds a digit of the decimal expansion of the positive square root of 2, is Cauchy but it does not converge to a rational number .
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4,477
|
The completeness property of the reals is the basis on which calculus, and more generally mathematical analysis, are built. In particular, the test that a sequence is a Cauchy sequence allows proving that a sequence has a limit, without computing it, and even without knowing it.
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4,478
|
For example, the standard series of the exponential function
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4,479
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converges to a real number for every x, because the sums
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4,480
|
The real numbers are often described as "the complete ordered field", a phrase that can be interpreted in several ways.
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4,481
|
First, an order can be lattice-complete. It is easy to see that no ordered field can be lattice-complete, because it can have no largest element .
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4,482
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Additionally, an order can be Dedekind-complete, see § Axiomatic approach. The uniqueness result at the end of that section justifies using the word "the" in the phrase "complete ordered field" when this is the sense of "complete" that is meant. This sense of completeness is most closely related to the construction of the reals from Dedekind cuts, since that construction starts from an ordered field and then forms the Dedekind-completion of it in a standard way.
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4,483
|
As a topological space, the real numbers are separable. This is because the set of rationals, which is countable, is dense in the real numbers. The irrational numbers are also dense in the real numbers, however they are uncountable and have the same cardinality as the reals.
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4,484
|
The real numbers form a metric space: the distance between x and y is defined as the absolute value |x − y|. By virtue of being a totally ordered set, they also carry an order topology; the topology arising from the metric and the one arising from the order are identical, but yield different presentations for the topology—in the order topology as ordered intervals, in the metric topology as epsilon-balls. The Dedekind cuts construction uses the order topology presentation, while the Cauchy sequences construction uses the metric topology presentation. The reals form a contractible , separable and complete metric space of Hausdorff dimension 1. The real numbers are locally compact but not compact. There are various properties that uniquely specify them; for instance, all unbounded, connected, and separable order topologies are necessarily homeomorphic to the reals.
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4,485
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The reals carry a canonical measure, the Lebesgue measure, which is the Haar measure on their structure as a topological group normalized such that the unit interval has measure 1. There exist sets of real numbers that are not Lebesgue measurable, e.g. Vitali sets.
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4,486
|
A real number may be either computable or uncomputable; either algorithmically random or not; and either arithmetically random or not.
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4,487
|
Simple fractions were used by the Egyptians around 1000 BC; the Vedic "Shulba Sutras" in c. 600 BC include what may be the first "use" of irrational numbers. The concept of irrationality was implicitly accepted by early Indian mathematicians such as Manava , who was aware that the square roots of certain numbers, such as 2 and 61, could not be exactly determined. Around 500 BC, the Greek mathematicians led by Pythagoras also realized that the square root of 2 is irrational.
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4,488
|
The Middle Ages brought about the acceptance of zero, negative numbers, integers, and fractional numbers, first by Indian and Chinese mathematicians, and then by Arabic mathematicians, who were also the first to treat irrational numbers as algebraic objects . Arabic mathematicians merged the concepts of "number" and "magnitude" into a more general idea of real numbers. The Egyptian mathematician Abū Kāmil Shujā ibn Aslam was the first to accept irrational numbers as solutions to quadratic equations, or as coefficients in an equation . In Europe, such numbers, not commensurable with the numerical unit, were called irrational or surd .
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4,489
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In the 16th century, Simon Stevin created the basis for modern decimal notation, and insisted that there is no difference between rational and irrational numbers in this regard.
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4,490
|
In the 17th century, Descartes introduced the term "real" to describe roots of a polynomial, distinguishing them from "imaginary" ones.
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4,491
|
In the 18th and 19th centuries, there was much work on irrational and transcendental numbers. Lambert gave a flawed proof that π cannot be rational; Legendre completed the proof and showed that π is not the square root of a rational number. Liouville showed that neither e nor e2 can be a root of an integer quadratic equation, and then established the existence of transcendental numbers; Cantor extended and greatly simplified this proof. Hermite proved that e is transcendental, and Lindemann , showed that π is transcendental. Lindemann's proof was much simplified by Weierstrass , Hilbert , Hurwitz, and Gordan.
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4,492
|
The developers of calculus used real numbers without having defined them rigorously. The first rigorous definition was published by Cantor in 1871. In 1874, he showed that the set of all real numbers is uncountably infinite, but the set of all algebraic numbers is countably infinite. Cantor's first uncountability proof was different from his famous diagonal argument published in 1891.
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4,493
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These properties imply the Archimedean property , which states that the set of integers has no upper bound in the reals. In fact, if this were false, then the integers would have a least upper bound N; then, N – 1 would not be an upper bound, and there would be an integer n such that n > N – 1, and thus n + 1 > N, which is a contradiction with the upper-bound property of N.
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4,494
|
The real numbers can be constructed as a completion of the rational numbers, in such a way that a sequence defined by a decimal or binary expansion like converges to a unique real number—in this case π. For details and other constructions of real numbers, see construction of the real numbers.
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4,495
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In the physical sciences, most physical constants such as the universal gravitational constant, and physical variables, such as position, mass, speed, and electric charge, are modeled using real numbers. In fact, the fundamental physical theories such as classical mechanics, electromagnetism, quantum mechanics, general relativity and the standard model are described using mathematical structures, typically smooth manifolds or Hilbert spaces, that are based on the real numbers, although actual measurements of physical quantities are of finite accuracy and precision.
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4,496
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Physicists have occasionally suggested that a more fundamental theory would replace the real numbers with quantities that do not form a continuum, but such proposals remain speculative.
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4,497
|
The real numbers are most often formalized using the Zermelo–Fraenkel axiomatization of set theory, but some mathematicians study the real numbers with other logical foundations of mathematics. In particular, the real numbers are also studied in reverse mathematics and in constructive mathematics.
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4,498
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The hyperreal numbers as developed by Edwin Hewitt, Abraham Robinson and others extend the set of the real numbers by introducing infinitesimal and infinite numbers, allowing for building infinitesimal calculus in a way closer to the original intuitions of Leibniz, Euler, Cauchy and others.
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4,499
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Edward Nelson's internal set theory enriches the Zermelo–Fraenkel set theory syntactically by introducing a unary predicate "standard". In this approach, infinitesimals are elements of the set of the real numbers .
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4,500
|
Electronic calculators and computers cannot operate on arbitrary real numbers, because finite computers cannot directly store infinitely many digits or other infinite representations. Nor do they usually even operate on arbitrary definable real numbers, which are inconvenient to manipulate.
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