Showing posts with label Hilbert-Schmidt operators. Show all posts
Showing posts with label Hilbert-Schmidt operators. Show all posts

Sunday, March 16, 2025

Spin Chronicles Part 50: Lurking infinity II

 We continue from Part 49.

Is all quantum? Or it is rather like this:

Let us recall the notation used there: H is a separable Hilbert space, with the scalar product (x,y), A = B(H) is the von Neumann algebra of all bounded operators on H, ρ is a (faithful) density matrix in the ideal of trace-class operators, B2(H) is the ideal of Hilbert-Schmidt operators with the scalar product <X,Y> = Tr(X*Y), we have B1(H)⊂B2(H)⊂B(H), en (n=1,2,....) is an orthonormal basis consisting of eigenvectors of ρ in H, so that

ρ = n pn Pn, pn>0,  ∑n pn = 1,

where Pn are orthogonal projections on en

Notice that if H is infinite-dimensional, then limn pn = 0 (Why?), so that, in this case 0 is an accumulation point in the spectrum of ρ.

It is useful to have an orthonormal basis in the Hilbert algebra B2(H). To this end we define em,n∈B2(H)

em,n ≐ |em)(en|

where

|em)(en| x = (en,x)em.

Exercise 1. Prove that em,n∈B2(H).

Then they indeed form an orthonormal basis in B2(H).

Exercise 2. Prove the last statement. Hint: to show that we have a basis consider the space of all finite linear combinations of Emn. Use the fact that a subspace is dense in a Hilbert space if and only if the only vector orthogonal to all vectors of the subspace is the zero vector.

Exercise 3☺. Show that, with the notation as above, Pn = em,n.

In the following we shall employ a convenient notation used by Connes and Rovelli in their paper [1]. Given an element a∈A, it can be considered as a bounded operator in B(H). But if it is a Hilbert-Schmidt operator, it is an element of the Hilbert space B2(H). In the later case we will write it as | a >. Thus, for example,

  Ωρ = | ρ½ >        (1)

The representations π and π' of A on B2(H) become resp.

π(a)| b > = | ab >, π'(a)| b > = | ba >.

For the scalar product we can write

<a,b> = < a | b > = Tr(a*b).

The Tomita-Takesaki construction provides us with two (super-) operators: the anti-unitary involution J, and the unitary "Tomita flow" s ⟼ Uρ(s), s ∈ R.

The involution J

We consider first the anti-unitary (super-) operator

J: B2(H) → B2(H),

defined by

J | a > = | a* >.                     (2)

We immediately get the anti-unitary property (How?):

<JS , JT> = cc(<T , S>),    S,T in B2(H),

where cc stands for the complex conjugate.

We also have J2 = 1 (the identity operator). Moreover, we have

JΩρ = Ωρ , for any density matrix ρ.

Notice that, in our context, J does not depend on ρ - it is "universal".

We have

Jπ(A)J = π'(A).

Indeed, for any a∈A, b∈B2(H), we have

Jπ(a)J| b > = Jπ(a)| b* > = J| ab* > = | ba*> = π'(a*) | b >.

Therefore Jπ(a)J = π'(a*), and the equality Jπ(A)J = π'(A) follows (Why?). But π'(A) = π(A)', therefore J transforms the von Neumann algebra π(A) into its commutant, and vice versa (as it follows from J2=1).

Tomita's thermal flow

Tomita's flow Uρ(s) is defined by the formula:

Uρ(s)| a > = | ρisaρ-is >, a∈B2(H), s∈R.      (3)

The formula above requires an explanation. Here it comes. First of all what is ρis? Here we use Fig. 1 of Part 49, with integrals replaced by infinite sums. Since
ρ = Σn pn Pn, is a spectral resolution of ρ, ρis is defined as:

ρis = n pnis Pn.

But what is λis (here for λ>0)? It can be defined as

λis = eis log λ,

where log stands for the natural logarithm.

For λ>0 and s real, it is a complex number of modulus 1, thus nothing special. We thus have

ρis = n eis log pn Pn.          (4)

It follows then from the last statement in Fig 1 that ρis is a unitary operator in B(H) (How?). Moreover, denoting

Uρ(s) = ρis  = eis log(ρ),       (5)

we have (How?)

Uρ(s) Uρ(s') = Uρ(s+s'),

so that we have a one-parameter group of unitary operators on H. Denoting

αs(a) = Uρ(s) a Uρ(s)*,       aA,

we have a one-parameter group of *-automorphisms of A. It is called the group of modular automorphisms. It is this group that is called the Tomita modular flow. We notice that (Why?)

Uρ(s) Ωρ = Ωρ,

so that the vector Ωρ, representing the state, is invariant under Uρ(s). We can also write it as the invariance of the state ω under the modular flow

ω(αs(a)) = ω(a),     sR.

References

[1] A. Connes, C. Rovelli, "Von Neumann algebra automorphisms and time-thermodynamics relation in generally covariant quantum theories", Class. Quantum Grav. 11 (1994) 2899 .

To be continued ....

Friday, March 14, 2025

Spin Chronicles Part 49: Lurking infinity I

 Tomita-Takesaki theory is usually presented in the environment of a von-Neumann algebra in its "standard form", that is with a cyclic and separating vector. Here we are dealing with a special case. Our von Neumann algebra is the algebra B(H) of all bounded operator on a complex separable Hilbert space H, and it is represented by left translations on the Hilbert space of B2(H) of Hilbert-Schmidt operators. While for finite-dimensional Hilbert spaces the construction of the Tomita flow is straightforward (no unbounded operators, no need to discuss dense subspaces etc.), here I trying to introduce in a gentle way the necessary extra care for H of infinite dimensions.

John von Neumann

In Part 48, in order to prepare the discussion of the Tomita flow, we have reopened the GNS construction door to introduce the algebra B2(H) of Hilbert-Schmidt operators on a separable Hilbert space H. Here we will use the notation introduced therein. So far we were dealing only with bounded operators. But here will meet some densely defined unbounded operators. I could have avoided them altogether, But, since these unbounded operators will be not of a dangerous type, there is no reason to be scared. So, first the necessary reminder from functional analysis. Here is the necessary for our purpose extract from the book P. Soltan, A Primer on Hilbert Space Operators, Birkhauser 2018:


Fig. 1. Spectral Integrals

Returning now to Part 48 let us start with solving Exercise 1 at the end of that post:

"Provide the explicit formula implementing the unitary isomorphism U: Hω → B2(H) mentioned in Remark 4. Show that U maps B(H) onto o proper subspace of B2(H)."

This will prepare us for the following discussion. The solution can be, in fact, found the formula  Uρ(a)Ω = ρ'(a)Ω'  of Part 42. Except that there we were denoting the representation by ρ, while here ρ stands for the density matrix and the representation is denoted by π. So, let us rewrite this formula using our current notation. Both representations are just left actions:

UAΩω = AΩρ, A ∈ B(H).

But Ωω = 1, Ωρ = ρ½

Therefore our formula reads

UA = Aρ½

Remark 1. Here I have denoted U with a bold letter to stress the fact that (using the terminology borrowed from Ilya Prigogine) that we are dealing with a "superoperator", that is linear operator acting on operators.

This defines U on Hω = B(H). We easily check that <UX,UY> = (X,Y)ω. (Do it!). Therefore U is a bounded operator from Hω  to B2(H).  Therefore it extends by continuity to an isometry defined  on the completion Hω  of  Hω.

Now, what about U-1? Here it will be useful to discuss a little bit the properties of ρ. It has a finite trace, so it is, in particular, a compact operator. As such it has discrete eigenvalues, and, since we assume that it defines a faithful state, zero is not an eigenvalue. Thus there exists an orthonormal basis en (n=1,2,....) consisting of eigenvectors of ρ in H such that

ρ = n pn Pn,

where Pn are orthogonal projections on en.

Since ρ is positive of trace one, we have pn>0, n pn = 1. The eigenvalues pn are not necessarily all different, but each eigenvalue enters with a finite multiplicity. (Why?)

Now, we will need also U-1. But how to define it precisely? It is easy to define ρ½  (How?), and it is a bounded operator (Why?). But what about ρ? It is an unbounded self-adjoint operator (Why?), defined only on a dense domain (Which one? Write the spectral integral for it, Hint: ∫ becomes  in our case. Why?).

And to define U-1  it is useful to have an orthonormal basis in B2(H). How to construct it?

To be continued...

Biolocation

  On Tuesday, December 23, Vlad Zhigalov (see e.g. here ) had a talk at the " Temporology " seminar hosted at Omsk.  He spoke abo...