Physlib

PhyslibAlpha.ProbabilisticTheory.Classical.FiniteDimensional

Finite classical systems

i. Overview

A system with finitely many independent observables is classical exactly when its state space is a geometric simplex. A geometric simplex is the convex hull of finitely many affinely independent points, its corners. The corners are the pure states. Every state is a mixture of them with unique weights, its barycentric coordinates.

One direction is direct. Finitely many pure states form a closed set, so every state has a pure decomposition, and affine independence fixes the weights. For the other direction, refinement of ensembles makes the pure states affinely independent. In finite dimension there are then only finitely many of them, and by the Krein–Milman theorem they span the state space.

ii. Key results

- `PureState.isSimplexStateSpace_of_isSimplex` proves that a geometric simplex of states is classical. - `EnsemblesRefine.affineIndependent_extremePoints` proves that, when ensembles refine, the pure states are affinely independent. - `isSimplexStateSpace_iff_isSimplex` proves that a finite system is classical exactly when its state space is a geometric simplex.

iii. Table of contents

  • A. Geometric simplices decompose uniquely
  • B. Simplices are geometric simplices

A. Geometric simplices decompose uniquely

B. Simplices are geometric simplices

9 declarations

theorem

Geometric simplex state spaces have finitely many pure states

Let EE be an Archimedean order-unit space. If the state space S(E)\mathcal{S}(E) is a geometric simplex, then the set of pure states (the extreme points of the state space) is finite.

theorem

Pure states of a geometric simplex are affinely independent

Let EE be an Archimedean order-unit space. If the state space S(E)\mathcal{S}(E) (the set of normalized positive continuous linear functionals on EE) is a geometric simplex, then the pure states of EE are affinely independent as elements of the weak dual space E∗E^*.

theorem

The Barycenter of a Probability Measure on Pure States is the Mixture ω=∑μ({k})k\omega = \sum \mu(\{k\}) k

Let EE be an Archimedean order-unit space and let P=PureState EP = \text{PureState } E be the set of its pure states, which is assumed to be finite. Let μ\mu be a probability measure on PP and ω\omega be a state in the state space S(E)\mathcal{S}(E). If ω\omega is the barycenter of μ\mu, such that for every f∈Ef \in E the evaluation ω(f)\omega(f) satisfies ω(f)=∫Pk(f) dμ(k), \omega(f) = \int_{P} k(f) \, d\mu(k), then the state ω\omega, viewed as a point in the weak dual space E∗E^*, is equal to the affine combination of the pure states k∈Pk \in P weighted by their masses μ({k})\mu(\{k\}): ω=∑k∈Pμ({k})k. \omega = \sum_{k \in P} \mu(\{k\}) k.

theorem

A Geometric Simplex of States is a Simplex

Let EE be an Archimedean order-unit space. If the state space S(E)\mathcal{S}(E) is a geometric simplex—meaning it is the convex hull of a finite set of affinely independent pure states—then S(E)\mathcal{S}(E) is a simplex state space. This implies that every state ω∈S(E)\omega \in \mathcal{S}(E) can be uniquely decomposed as a mixture (convex combination) of pure states, where the weights correspond to unique barycentric coordinates.

theorem

Equality of weighted sums of states from equality in the weak dual space

Let EE be an Archimedean order-unit space. Let ss be a finite set of indices and {ϕi}i∈s\{\phi_i\}_{i \in s} be a collection of states in the state space of EE (represented as elements of the weak dual space E∗E^*). For any two sets of non-negative weights w1,i,w2,i∈R≥0w_{1,i}, w_{2,i} \in \mathbb{R}_{\ge 0}, if the weighted sums of these states are equal in the weak dual space, i.e., ∑i∈sw1,iϕi=∑i∈sw2,iϕi,\sum_{i \in s} w_{1,i} \phi_i = \sum_{i \in s} w_{2,i} \phi_i, then the sums of the corresponding weighted states (viewed as positive linear maps) are also equal: ∑i∈s(w1,iωi)=∑i∈s(w2,iωi),\sum_{i \in s} (w_{1,i} \omega_i) = \sum_{i \in s} (w_{2,i} \omega_i), where each ωi\omega_i is the unital positive linear map associated with the state ϕi\phi_i, and cωc\omega denotes the weighted positive linear map defined by (cω)(A)=c⋅ω(A)(c\omega)(A) = c \cdot \omega(A) for all A∈EA \in E.

theorem

Ensemble refinement implies the affine independence of pure states

Let EE be an order unit space. If EE satisfies the ensemble refinement property (meaning that any two finite collections of positive linear functionals with the same sum admit a common refinement), then the set of pure states of EE—defined as the extreme points of the state space in the weak dual space E∗E^* —is affinely independent.

theorem

A Simplex State Space is a Geometric Simplex in Finite Dimensions

Let EE be a finite-dimensional Archimedean order-unit space. If the state space S(E)\mathcal{S}(E) is a simplex (meaning every state ω∈S(E)\omega \in \mathcal{S}(E) is uniquely represented as a mixture of pure states), then S(E)\mathcal{S}(E) is a geometric simplex. A geometric simplex is the convex hull of finitely many affinely independent points, which in this case are the pure states of the system.

theorem

S(E)\mathcal{S}(E) is a Simplex State Space   ⟺  \iff S(E)\mathcal{S}(E) is a Geometric Simplex in Finite Dimensions

Let EE be a finite-dimensional Archimedean order-unit space. The state space S(E)\mathcal{S}(E) is a simplex (meaning every state ω∈S(E)\omega \in \mathcal{S}(E) is uniquely represented as a mixture of pure states) if and only if S(E)\mathcal{S}(E) is a geometric simplex (meaning it is the convex hull of finitely many affinely independent pure states).

theorem

Affine Equivalence to the Standard Simplex implies a Simplex State Space

Let EE be an Archimedean order-unit space and E∗E^* its weak dual. Let S(E)⊆E∗\mathcal{S}(E) \subseteq E^* be the state space of EE. Suppose there exists a finite set ι\iota and an affine isomorphism e:E∗≅affRιe : E^* \cong_{\text{aff}} \mathbb{R}^\iota such that the image of the state space under ee is the standard simplex Δι\Delta^\iota (the set of vectors with non-negative coordinates that sum to 11). Then the state space S(E)\mathcal{S}(E) is a simplex, meaning every state in S(E)\mathcal{S}(E) can be uniquely represented as a mixture of pure states.