PhyslibAlpha.ProbabilisticTheory.Classical.SeparableObservables
Classical systems with separable observables
i. Overview
Most systems in physics can be described by countably many observables: the observables are separable. For such systems every state is a mixture of pure states. This is Choquet's theorem.
The idea is simple. The states form a compact convex set. Its corners are the pure states. A state that is not pure is the midpoint of two other states, so its weight can be pushed outwards to them. Pushing weight outwards as far as possible leaves a probability measure that lives on the pure states. Countably many observables are needed to make this limit exist.
Combined with the uniqueness theorem, this gives a clean criterion. A system with separable observables is classical exactly when its ensembles refine.
ii. Key results
- `UnitalPositiveLinearMap.exists_pure_representingMeasure` proves that every state is the barycenter of a probability measure living on the pure states. - `PureState.hasPureDecomposition_of_separable` proves that every state has a pure decomposition. - `isSimplexStateSpace_iff_ensemblesRefine` proves that the system is classical exactly when ensembles refine. This is the **Choquet–Meyer theorem**.
iii. Table of contents
- A. A dense sequence of observables separates states
- B. Every state is a mixture of pure states
- C. Pure decompositions
- D. Classical systems are those whose ensembles refine
iv. References
- G. Choquet and P.-A. Meyer, *Existence et unicité des représentations intégrales dans les convexes compacts quelconques*, Ann. Inst. Fourier 13 (1963), 139–154.
A. A dense sequence of observables separates states
B. Every state is a mixture of pure states
C. Pure decompositions
D. Classical systems are those whose ensembles refine
9 declarations
Evaluation of the -th observable in a dense sequence
Let be an Archimedean order-unit space and let be a countable dense sequence of observables in . For a given index , this definition represents the continuous linear functional on the weak dual space of that maps an element to the value . In the context of physical systems, this corresponds to the expectation value of the -th observable in the dense sequence for a given state .
A dense sequence of observables separates states
Let be an Archimedean order-unit space and let be a countable dense sequence of observables in . For any two states and in the state space of , if the expectation values of all observables in the sequence are equal for both states—that is, for all —then the states are identical ().
Choquet's Theorem: Every state is the barycenter of a probability measure on pure states
Let be an Archimedean order-unit space. For every state , there exists a probability measure on the state space such that the barycenter of is and is concentrated on the pure states. That is, and for -almost every in the state space, the state is pure.
The set of pure states is measurable
Let be an Archimedean order-unit space. The set of pure states is a measurable set with respect to the Borel -algebra of the weak-star topology on the state space. A state is defined as pure if it is an extreme point of the convex state space.
The inclusion is a measurable embedding
Let be an Archimedean order-unit space. Let be the set of normalized positive linear functionals on equipped with the Borel -algebra of the weak-star topology, and let be the subset of pure states. The canonical inclusion map is a measurable embedding.
Measures concentrated on pure states are recovered by push-forward of their restriction
Let be an Archimedean order-unit space, and let denote its state space (the set of normalized positive continuous linear functionals). Let be the set of pure states, and let be the inclusion map. If a measure on is concentrated on the pure states—meaning that for -almost every , is a pure state—then the push-forward of the restriction (comap) of to along is equal to :
A probability measure on the state space supported on pure states induces a probability measure on the space of pure states.
Let be an Archimedean order-unit space and let be its state space (the set of normalized positive continuous linear functionals in the weak dual ). Let be a probability measure on . If is supported on the set of pure states (i.e., for -almost every , the state is pure), then the pullback measure (comap) of under the inclusion map is a probability measure on the space of pure states.
Every state in a system with separable observables has a pure decomposition
Let be an Archimedean order-unit space with separable observables. For every state (the set of unital positive linear maps from to ), there exists a pure decomposition of . Specifically, there exists a regular probability measure on the set of pure states of such that for every , the value of the state is given by the integral:
Choquet–Meyer Theorem: Simplex State Space Ensemble Refinement
For an Archimedean order-unit space representing a system with separable observables, the state space is a simplex if and only if the system satisfies the ensemble refinement property. This property, known as the **Choquet–Meyer theorem**, asserts that the uniqueness of representing a state as a mixture of pure states is equivalent to the ability to find a common refinement for any two finite ensembles of weighted states that have the same sum.
