Physlib

QuantumInfo.ForMathlib.HermitianMat.Jordan

Hermitian matrices have a Jordan algebra structure given by `A * B := 2⁻¹ • (A.toMat * B.toMat + B.toMat * A.toMat)`. We call this operation `HermitianMat.symmMul`, but it's available as `*` multiplication scoped under `HermMul`. When `A` and `B` commute, this reduces to standard matrix multiplication.

19 declarations

definition

Symmetric product of Hermitian matrices 2−1(AB+BA)2^{-1}(AB + BA)

Given two Hermitian matrices AA and BB in the space HermitianMatd(k)\text{HermitianMat}_d(\mathbb{k}), the symmetric product A⋅BA \cdot B is defined as the Jordan product: A⋅B=12(AB+BA)A \cdot B = \frac{1}{2} (AB + BA) where ABAB and BABA denote standard matrix multiplication. The resulting matrix is also Hermitian.

theorem

Commutativity of the Symmetric Product of Hermitian Matrices

Let AA and BB be Hermitian matrices of dimension dd over the field k\mathbb{k}. The symmetric product (or Jordan product) ∘\circ, defined by A∘B=12(AB+BA)A \circ B = \frac{1}{2}(AB + BA), is commutative, such that A∘B=B∘AA \circ B = B \circ A.

theorem

A⋅0=0A \cdot 0 = 0 for the Jordan product of Hermitian matrices

Let AA be a Hermitian matrix. The symmetric product of AA and the zero matrix, defined as A⊙0=12(A0+0A)A \odot 0 = \frac{1}{2}(A0 + 0A), is equal to the zero matrix.

theorem

0∘A=00 \circ A = 0 for Hermitian matrices

Let AA be a Hermitian matrix. The symmetric product (Jordan product) of the zero matrix and AA, defined as 0∘A=2−1(0⋅A+A⋅0)0 \circ A = 2^{-1}(0 \cdot A + A \cdot 0), results in the zero matrix.

theorem

Matrix Representation of the Symmetric Product of Hermitian Matrices

Let AA and BB be Hermitian matrices of dimension dd over a field k\mathbb{k}. The matrix representation of their symmetric product A⋅BA \cdot B (also known as the Jordan product) is given by: (A⋅B)mat=2−1⋅(AmatBmat+BmatAmat)(A \cdot B)_{\text{mat}} = 2^{-1} \cdot (A_{\text{mat}} B_{\text{mat}} + B_{\text{mat}} A_{\text{mat}}) where AmatA_{\text{mat}} and BmatB_{\text{mat}} are the underlying matrices of AA and BB respectively.

theorem

A.symmMulB=A.mat∗B.matA.symmMul B = A.mat * B.mat if AA and BB commute

Let AA and BB be Hermitian matrices of dimension dd over a field k\mathbf{k}. If the underlying matrices of AA and BB commute (i.e., A.mat⋅B.mat=B.mat⋅A.matA.mat \cdot B.mat = B.mat \cdot A.mat), then their symmetric product A∘BA \circ B (defined as 2−1(A.mat⋅B.mat+B.mat⋅A.mat)2^{-1} (A.mat \cdot B.mat + B.mat \cdot A.mat)) has an underlying matrix equal to the standard matrix product A.mat⋅B.matA.mat \cdot B.mat.

theorem

The symmetric product of a Hermitian matrix AA with itself equals A2A^2

Let AA be a Hermitian matrix of dimension dd over a field k\mathbf{k}. Let symmMul(A,B)\text{symmMul}(A, B) denote the symmetric product 2−1(AB+BA)2^{-1} (AB + BA) defined for Hermitian matrices. Then, the matrix representation of symmMul(A,A)\text{symmMul}(A, A) is equal to the square of the matrix representation of AA, i.e., Amat⋅AmatA_{\text{mat}} \cdot A_{\text{mat}}.

theorem

A∘I=AA \circ I = A for Hermitian matrices

Let AA be a Hermitian matrix of dimension dd over a field k\mathbf{k}. Let the symmetric product of two Hermitian matrices AA and BB be defined as A∘B=12(AB+BA)A \circ B = \frac{1}{2}(AB + BA), where ABAB denotes standard matrix multiplication. Then, the symmetric product of AA with the identity matrix II is equal to AA, i.e., A∘I=AA \circ I = A.

theorem

1∘A=A1 \circ A = A for Hermitian matrices

Let AA be a Hermitian matrix. The symmetric multiplication (Jordan product) of the identity matrix II and AA, defined by I∘A=12(IA+AI)I \circ A = \frac{1}{2}(IA + AI), is equal to AA.

theorem

A∘(−I)=−AA \circ (-I) = -A for Hermitian matrices

For any Hermitian matrix AA, let A∘B=12(AB+BA)A \circ B = \frac{1}{2}(AB + BA) denote the symmetric product of Hermitian matrices. Then, the symmetric product of AA and the negative identity matrix −I-I satisfies A∘(−I)=−AA \circ (-I) = -A.

theorem

symmMul(−1,A)=−A\text{symmMul}(-1, A) = -A

For any Hermitian matrix AA, let the symmetric product (Jordan product) be defined as A∗B=12(AB+BA)A * B = \frac{1}{2}(AB + BA). Then the symmetric product of the negative identity matrix −1-1 and the matrix AA satisfies symmMul(−1,A)=−A\text{symmMul}(-1, A) = -A.

instance

Commutative magma structure on HermitianMat(d,k)\text{HermitianMat}(d, \mathbb{k}) under symmetric multiplication A∗B=12(AB+BA)A * B = \frac{1}{2}(AB + BA)

For the space of Hermitian matrices of dimension dd over a field k\mathbb{k}, denoted as HermitianMat(d,k)\text{HermitianMat}(d, \mathbb{k}), there exists a commutative magma structure where the binary operation is defined by the symmetric product A∗B=12(AB+BA)A * B = \frac{1}{2}(AB + BA). This structure ensures that the multiplication is commutative, satisfying A∗B=B∗AA * B = B * A for all Hermitian matrices AA and BB.

theorem

`*` coincides with `symmMul` for Hermitian matrices

In the context of the `HermMul` scope, the multiplication operation A∗BA * B between two Hermitian matrices A,B∈HermitianMat(d,k)A, B \in \text{HermitianMat}(d, \mathbb{k}) is equal to the symmetric product A⋅symmBA \cdot_{\text{symm}} B, defined as 12(AB+BA)\frac{1}{2}(AB + BA).

instance

Hermitian matrices form a Commutative Jordan Algebra under the symmetric product A∗B=12(AB+BA)A * B = \frac{1}{2}(AB + BA)

Let Hd(k)H_d(\mathbb{k}) be the space of d×dd \times d Hermitian matrices over a field k\mathbb{k}. When equipped with the symmetric product (also known as the Jordan product) defined by A∗B=12(AB+BA)A * B = \frac{1}{2}(AB + BA), the space Hd(k)H_d(\mathbb{k}) forms a commutative Jordan algebra. This means the multiplication is commutative, A∗B=B∗AA * B = B * A, and satisfies the Jordan identity (A∗B)∗A2=A∗(B∗A2)(A * B) * A^2 = A * (B * A^2).

instance

`MulZeroClass` instance for Hermitian matrices under the symmetric product A∗B=12(AB+BA) A * B = \frac{1}{2}(AB + BA)

For the space of Hermitian matrices HermitianMatd(k) \text{HermitianMat}_d(\mathbb{k}) equipped with the symmetric product A∗B=12(AB+BA) A * B = \frac{1}{2}(AB + BA) , the zero matrix 0 \mathbf{0} satisfies the property that 0∗A=0 \mathbf{0} * A = \mathbf{0} and A∗0=0 A * \mathbf{0} = \mathbf{0} for any Hermitian matrix A A . This endows the Hermitian matrices with the structure of a `MulZeroClass`.

instance

Jordan product on Hermitian matrices forms a `MulZeroOneClass`

For the set of Hermitian matrices of dimension dd over a field k\mathbb{k}, the Jordan product defined by A∘B=12(AB+BA)A \circ B = \frac{1}{2}(AB + BA) satisfies the properties of a `MulZeroOneClass`. This means the operation has a multiplicative identity element II such that I∘A=A∘I=AI \circ A = A \circ I = A, and a zero element 00 such that 0∘A=A∘0=00 \circ A = A \circ 0 = 0 for any Hermitian matrix AA.

instance

Non-unital non-associative ring structure of Hermitian matrices under symmetric multiplication

The set of Hermitian matrices of dimension dd over a field k\mathbb{k}, denoted as HermitianMat(d,k)\text{HermitianMat}(d, \mathbb{k}), forms a non-unital non-associative ring. The multiplication operation in this structure is defined by the symmetric product A∗B=12(AB+BA)A * B = \frac{1}{2}(AB + BA), where ABAB and BABA are standard matrix multiplications. This structure satisfies the left and right distributive laws: A∗(B+C)=A∗B+A∗CA * (B + C) = A * B + A * C and (A+B)∗C=A∗C+B∗C(A + B) * C = A * C + B * C.

instance

Non-associative ring structure on Hermd(k)\text{Herm}_d(\mathbb{k}) via symmetric multiplication

For a given dimension dd and a field k\mathbb{k} (typically R\mathbb{R} or C\mathbb{C}), the set of Hermitian matrices Hermd(k)\text{Herm}_d(\mathbb{k}) equipped with the symmetric product A∘B=12(AB+BA)A \circ B = \frac{1}{2}(AB + BA) forms a non-associative ring. This structure satisfies the axioms of an additive abelian group and possesses a distributive, non-associative multiplication with a multiplicative identity (the identity matrix II).

instance

R\mathbb{R} is a Scalar Tower for Hermitian Matrices under the Jordan Product

Let HermitianMatd(k)\text{HermitianMat}_d(\mathbb{k}) be the space of d×dd \times d Hermitian matrices over a field k\mathbb{k} endowed with the symmetric Jordan product A∗B=12(AB+BA)A \ast B = \frac{1}{2}(AB + BA). There exists an instance of a scalar tower for R\mathbb{R}, HermitianMatd(k)\text{HermitianMat}_d(\mathbb{k}), and HermitianMatd(k)\text{HermitianMat}_d(\mathbb{k}). Specifically, for any r∈Rr \in \mathbb{R} and A,B∈HermitianMatd(k)A, B \in \text{HermitianMat}_d(\mathbb{k}), the scalar multiplication satisfies (r⋅A)∗B=r⋅(A∗B)(r \cdot A) \ast B = r \cdot (A \ast B).