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observable A is given by |
interested in the continuous time evolution, but in just |
its input and output relation, then the time evolution is |
A =Tr[Aρ]. (18) |
nothing but a unitary operator U (cid:104) (cid:105) |
Thedensityoperatorcanhandleamoregeneralsituation |
ψ =U ψ . (11) |
out in whereaquantumstateissampledformasetofquantum |
| (cid:105) | (cid:105) |
states ψ withaprobabilitydistribution q . Inthis |
In quantum computing, the time evolution U is some- {| k (cid:105)} { k } |
case, if we measure the system in the basis i i , the |
times called quantum gate. {| (cid:105)(cid:104) |} |
probabilitytoobtainthemeasurementoutcomeiisgiven |
by |
(cid:88) |
C. Qubits p = q Tr[i iρ ], (19) |
i k k |
| (cid:105)(cid:104) | |
k |
The smallest nontrivial quantum system is a two- |
where ρ = ψ ψ . By using linearity of the trace |
dimensionalquantumsystemC2,whichiscalledquantum k k k |
| (cid:105)(cid:104) | |
function, this reads |
bit or qubit: |
(cid:88) |
p =Tr[i i q ρ ]. (20) |
α0 +β 1 , (α2+ β 2 =1). (12) i | (cid:105)(cid:104) | k k |
| (cid:105) | (cid:105) | | | | k |
Suppose we have n qubits. The n-qubit system is de- Now we interpret that the density operator is given by |
fined by a tensor product space (C2)⊗n of each two- |
(cid:88) |
dimensional system as follows. A basis of the system ρ= q ψ ψ . (21) |
k k k |
| (cid:105)(cid:104) | |
is defined by a direct product of a binary state x with |
k k |
| (cid:105) |
x 0,1 , |
k |
∈{ } In this way, a density operator can represent classical |
x x x , (13) mixture of quantum states by a convex mixture of den- |
1 2 n |
| (cid:105)⊗| (cid:105)⊗···⊗| (cid:105) sity operators, which is convenient in many cases. In |
which is simply denoted by general, a positive and hermitian operator ρ being sub- |
ject to Tr[ρ] = 1 can be a density operator, since it can |
x x x . (14) beinterpretedasaconvexmixtureofquantumstatesvia |
1 2 n |
| ··· (cid:105) |
spectral decomposition: |
Then a state of the n-qubit system can be described as |
(cid:88) |
ρ= λ λ λ , (22) |
(cid:88) i | i (cid:105)(cid:104) i | |
ψ = α x x x . (15) |
x1,x2,...,xn| 1 2 n |
| (cid:105) ··· (cid:105) |
x1,x2,...,xn where {|λ i and {λ i are the eigenstates and eigen- |
(cid:105)} } |
vectors respectively. Because of Tr[ρ] = 1, we have |
The dimension of the n-qubit system is 2n, and hence (cid:80) |
λ =1. |
thetensorproductspaceisnothingbuta2n-dimensional i i |
Fromitsdefinition,thetimeevolutionofρcanbegiven |
complexvectorspaceC2n |
. Thedimensionofthen-qubit |
by |
system increases exponentially in the number n of the |
qubits. ρ(t)=e−iHtρ(0)eiHt (23) |
4 |
or Since the Pauli operators constitute a complete basis on |
the operator space, any operator A can be decomposed |
ρ =Uρ U†. (24) |
out in into a linear combination of P(i), |
Moreover, we can define more general operations for the (cid:88) |
A= aiP(i). (33) |
density operators. For example, if we apply unitary op- |
erators U and V with probabilities p and (1 p), respec- i |
− |
tively, then we have Thecoefficientai canbecalculatedbyusingtheHilbert- |
ρ =pUρU†+(1 p)VρV†. (25) Schmidt inner product as follows: |
out |
− |
ai =Tr[P(i)A]/2n, (34) |
As another example, if we perform the measurement of |
ρ in the basis i , and we forget about the measure- by virtue of the orthogonality |
{| (cid:105)} |
ment outcome, then the state is now given by a density |
operator Tr[P(i)P(j)]/2n =δi,j. (35) |
(cid:88) (cid:88) |
Tr[i iρ]i i = i iρi i. (26) The number of the n-qubit Pauli operators P(i) is 4n, |
| (cid:105)(cid:104) | | (cid:105)(cid:104) | | (cid:105)(cid:104) | | (cid:105)(cid:104) | { } |
andhenceadensityoperatorρofthen-qubitsystemcan |
i i |
be represented as a 4n-dimensional vector |
Therefore if we define a map from a density operator to |
another, which we call superoperator, r |
00...0 |
(cid:88) r = . . , (36) |
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