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Statistical Mechanics - Physics at Oregon State University

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8.4. DENSITY-MATRIX APPROACH (BRAGG-WILLIAMS APPROXIMATION.171<br />

eigenvectors e1(σ) and e2(σ). We have λ1 + λ2 = 1. The eigen equ<strong>at</strong>ions are<br />

now:<br />

ρem = λjm [Tr ρ] em<br />

(8.63)<br />

The last result is interesting. It implies th<strong>at</strong> the trace of the oper<strong>at</strong>or is<br />

a simple factor, which does not alter the eigenst<strong>at</strong>es, and does not affect the<br />

r<strong>at</strong>io of probabilities for spin up and down. Also, the resulting factor in the<br />

complete density m<strong>at</strong>rix ρ is [Tr ρ] N . First of all, this trace is equal to one, and<br />

hence the trace of ρ has to be a phase factor. Second, the phase factor is not<br />

important, since it does not affect the total density m<strong>at</strong>rix. Therefore, we can<br />

take Tr ρ = 1.<br />

We also require th<strong>at</strong> the total density m<strong>at</strong>rix ρ is positive definite, meaning<br />

th<strong>at</strong><br />

< Ψ|ρ|Ψ >< Ψ|ρ 2 |Ψ > (8.64)<br />

for all st<strong>at</strong>es |Ψ >. Suppose the components of |Ψ > are given by<br />

< σ1, · · · , σN|Ψ >= <br />

en(i)(σi) (8.65)<br />

where the function n(i) gives either one or two. We have<br />

< Ψ|ρ|Ψ >= λ P 1 λ N−P<br />

2<br />

i<br />

[Tr ρ] N = λ P 1 λ N−P<br />

2<br />

(8.66)<br />

where P is the number of times n(i) is equal to one, and we used the fact th<strong>at</strong><br />

Tr ρ = 1. Similarly, we have<br />

As a result we have λ P 1 λ N−P<br />

2<br />

< Ψ|ρ 2 |Ψ >= λ 2P<br />

1 λ 2N−2P<br />

2 [Tr ρ] 2N = λ 2P<br />

1 λ 2N−2P<br />

2<br />

λ 2P<br />

1 λ 2N−2P<br />

2<br />

(8.67)<br />

0 for all values of P . Taking<br />

P = N gives λN 1 λ2N 1 which means (with λ1 being real) th<strong>at</strong> λN 1. This<br />

implies λ1 1, and since λ1 + λ2 = 1 we have λ2 0. Similarly, λ2 1 and<br />

λ1 0. Therefore, ρ is positive definite with trace one.<br />

The most general form of a m<strong>at</strong>rix ρ is<br />

<br />

1<br />

ρ = 2 (1 + m) a∗<br />

1<br />

(8.68)<br />

a 2 (1 − m)<br />

Here m is again the average value of the spin variable, m = <br />

σ σρ(σ, σ). Also,<br />

the trace of this m<strong>at</strong>rix is one. The number a is complex. Therefore, we are<br />

left with three free parameters only! The number is three since a is complex<br />

and a combin<strong>at</strong>ion of two independent real numbers. Note th<strong>at</strong> <strong>at</strong> this moment<br />

m is still a parameter, but it will be the average magnetic moment after we<br />

completed the minimiz<strong>at</strong>ion.<br />

We started from the following minimiz<strong>at</strong>ion:<br />

G(h, T ) = min<br />

ρ Tr [ρH − ρhM + kBT ρ log(ρ)] (8.69)

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