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PhyslibAlpha.ProbabilisticTheory.Effect.Basic

Effects

i. Overview

An effect models a yes/no measurement outcome, ranging continuously between the impossible outcome `0` and the certain outcome `1`. Formally, it is a point of the order interval `[0, 1]` inside `E`. For self-adjoint matrices, effects are exactly the operators `0 ≤ M ≤ 1` — the elements of a POVM.

ii. Key results

- `Effect` : a bounded measurement outcome, the order interval `[0, 1]`. - `Effect.mem_iff_mem_posCone_and_one_sub_mem_posCone` : an effect is exactly a positive element whose complement from the order unit is also positive. - `Effect.exists_pos_smul_mem` : every positive observable becomes an effect after scaling it down enough.

iii. Table of contents

  • A. Effects

iv. References

- G. Ludwig, *Foundations of Quantum Mechanics I*, Springer, 1983. <https://link.springer.com/book/10.1007/978-3-642-86751-4>

A. Effects

11 declarations

abbrev

The set of effects [0,1][0, 1]

For a type EE equipped with a partial order ≤\le, a zero element 00, and a unit element 11, the set of **effects** is the order interval [0,1][0, 1] in EE. An element A∈EA \in E is an effect if it satisfies 0≤A≤10 \le A \le 1. In the context of probabilistic theories and quantum mechanics, these represent bounded measurement outcomes ranging from the impossible outcome 00 to the certain outcome 11.

theorem

AA is an effect   ⟺  A∈PosCone(E)\iff A \in \text{PosCone}(E) and 1−A∈PosCone(E)1 - A \in \text{PosCone}(E)

In an additive commutative group EE equipped with a partial order and a unit element 11, an element A∈EA \in E is an effect (i.e., 0≤A≤10 \le A \le 1) if and only if AA is in the positive cone PosCone(E)\text{PosCone}(E) and its complement from the unit, 1−A1 - A, is also in the positive cone PosCone(E)\text{PosCone}(E). Here, PosCone(E)\text{PosCone}(E) is defined as the set of elements x∈Ex \in E such that 0≤x0 \le x.

instance

00 is an effect

For a type EE equipped with an additive commutative group structure, a partial order, and a unit element 11, the zero element 0∈E0 \in E is an effect, belonging to the interval [0,1][0, 1].

instance

The unit element 11 is an effect

For an additive commutative group EE with a partial order and a unit element 11, the identity element 1∈E1 \in E is an effect, as it satisfies the condition 0≤1≤10 \le 1 \le 1. This definition identifies 11 as the "certain outcome" within the set of effects [0,1][0, 1].

instance

The set of effects is non-empty

Let EE be a partially ordered additive commutative group with a unit element 11. The set of effects, defined as the order interval [0,1]={e∈E∣0≤e≤1}[0, 1] = \{e \in E \mid 0 \le e \le 1\}, is non-empty.

theorem

The zero effect is 00

Let EE be a type equipped with a partial order ≤\le, a zero element 00, and a unit element 11. The zero element of the set of effects (the order interval [0,1]⊆E[0, 1] \subseteq E) is equal to the zero element 00 of the underlying type EE.

theorem

The unit effect is 11

Let EE be a type equipped with a partial order, a zero element 00, and a unit element 11. In the set of effects [0,1]⊆E[0, 1] \subseteq E, the unit element 11 corresponds to the unit element 11 of the base space EE.

definition

Orthogonality of effects e1+e2≤1e_1 + e_2 \le 1

For a type EE equipped with an additive commutative group structure, a partial order, and a unit element 11, two effects e1,e2∈[0,1]e_1, e_2 \in [0, 1] are defined to be **orthogonal** if their sum is less than or equal to the unit element, i.e., e1+e2≤1e_1 + e_2 \le 1.

definition

Sum of orthogonal effects e+fe + f

For an ordered additive commutative group EE with a unit element 11, let ee and ff be two effects (elements in the interval [0,1]⊆E[0, 1] \subseteq E). If ee and ff are orthogonal (typically meaning e+f≤1e + f \le 1), this function returns their sum e+fe + f as an effect in [0,1][0, 1].

theorem

The sum of orthogonal effects ee and ff is e+fe + f

Let EE be an ordered additive commutative group with a unit element 11. We define an **effect** as an element e∈Ee \in E such that 0≤e≤10 \le e \le 1. For any two effects ee and ff that are orthogonal, the value of their sum as defined for effects is equal to their algebraic sum e+fe + f in the group EE.

theorem

Scaling non-negative elements into the effect interval [0,1][0, 1]

Let EE be a partially ordered additive commutative group with a unit element 11. For any non-negative element B∈EB \in E (that is, 0≤B0 \le B), there exists a positive real number r>0r > 0 such that r⋅Br \cdot B is an effect, meaning 0≤r⋅B≤10 \le r \cdot B \le 1. In physical terms, every non-negative observable can be scaled down by a sufficiently large positive real number to become an effect.