PhyslibAlpha.ProbabilisticTheory.State.WeightEquivalence
States and finite normalized weights
i. Overview
A state is a normalized positive linear functional, a weight is a function on the positive cone. Restricting a state to the positive cone gives a finite normalized weight, and extending a finite normalized weight linearly gives a state. These are inverse to each other.
ii. Key results
- `Weight.stateEquiv` : finite normalized weights correspond to states.
iii. Table of contents
- A. From a normalized weight to a state
- B. From a state to a weight
- C. The equivalence
A. From a normalized weight to a state
B. From a state to a weight
C. The equivalence
6 declarations
State associated with a finite normalized weight
Let be an order-unit space and be a weight defined on its positive cone. If is finite and normalized (i.e., ), this definition constructs the corresponding state . The state is the unique unital positive linear map obtained by extending linearly from the positive cone to the entire space .
Weight induced by a state
Let be an order-unit space and be its positive cone. Given a state (represented as a unital positive linear map), this definition constructs the corresponding weight . For any element , the weight is defined by . Since is a positive linear map, is guaranteed to be non-negative for all .
The weight induced by a state satisfies for
Let be an order-unit space and be its positive cone. Given a state (a unital positive linear map), let be the weight induced by . For any element , the value of the weight is given by converted to an extended non-negative real number (an element of ).
for
Let be an order-unit space and be its positive cone. For any state on (defined as a unital positive linear map ) and any element , the weight induced by (denoted ) satisfies the equality . In other words, the real-valued evaluation of the weight induced by a state agrees with the value of the state itself on the positive cone.
Weights Induced by States are Finite and Normalized
Let be an order-unit space and be a state (a unital positive linear map). Let be the weight induced by , defined by for all in the positive cone . Then is finite and normalized.
Equivalence between finite normalized weights and states
Let be an order-unit space. There is an equivalence (bijection) between the set of finite normalized weights on the positive cone and the set of states on . A weight belongs to this subtype if it satisfies the property `IsState` (i.e., it is finite and normalized such that ), while a state is a unital positive linear map from to . This equivalence shows that restricting a state to the positive cone produces a finite normalized weight, and conversely, any such weight can be uniquely extended to a state.
