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
Geometric simplex state spaces have finitely many pure states
Let be an Archimedean order-unit space. If the state space is a geometric simplex, then the set of pure states (the extreme points of the state space) is finite.
Pure states of a geometric simplex are affinely independent
Let be an Archimedean order-unit space. If the state space (the set of normalized positive continuous linear functionals on ) is a geometric simplex, then the pure states of are affinely independent as elements of the weak dual space .
The Barycenter of a Probability Measure on Pure States is the Mixture
Let be an Archimedean order-unit space and let be the set of its pure states, which is assumed to be finite. Let be a probability measure on and be a state in the state space . If is the barycenter of , such that for every the evaluation satisfies then the state , viewed as a point in the weak dual space , is equal to the affine combination of the pure states weighted by their masses :
A Geometric Simplex of States is a Simplex
Let be an Archimedean order-unit space. If the state space is a geometric simplex—meaning it is the convex hull of a finite set of affinely independent pure states—then is a simplex state space. This implies that every state can be uniquely decomposed as a mixture (convex combination) of pure states, where the weights correspond to unique barycentric coordinates.
Equality of weighted sums of states from equality in the weak dual space
Let be an Archimedean order-unit space. Let be a finite set of indices and be a collection of states in the state space of (represented as elements of the weak dual space ). For any two sets of non-negative weights , if the weighted sums of these states are equal in the weak dual space, i.e., then the sums of the corresponding weighted states (viewed as positive linear maps) are also equal: where each is the unital positive linear map associated with the state , and denotes the weighted positive linear map defined by for all .
Ensemble refinement implies the affine independence of pure states
Let be an order unit space. If 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 —defined as the extreme points of the state space in the weak dual space —is affinely independent.
A Simplex State Space is a Geometric Simplex in Finite Dimensions
Let be a finite-dimensional Archimedean order-unit space. If the state space is a simplex (meaning every state is uniquely represented as a mixture of pure states), then 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.
is a Simplex State Space is a Geometric Simplex in Finite Dimensions
Let be a finite-dimensional Archimedean order-unit space. The state space is a simplex (meaning every state is uniquely represented as a mixture of pure states) if and only if is a geometric simplex (meaning it is the convex hull of finitely many affinely independent pure states).
Affine Equivalence to the Standard Simplex implies a Simplex State Space
Let be an Archimedean order-unit space and its weak dual. Let be the state space of . Suppose there exists a finite set and an affine isomorphism such that the image of the state space under is the standard simplex (the set of vectors with non-negative coordinates that sum to ). Then the state space is a simplex, meaning every state in can be uniquely represented as a mixture of pure states.
