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QuantumInfo.ForMathlib.HermitianMat.Jordan

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definition

Symmetric product of Hermitian matrices 21(AB+BA)2^{-1}(AB + BA)

#symmMul

Given two Hermitian matrices AA and BB in the space HermitianMatd(k)\text{HermitianMat}_d(\mathbb{k}), the symmetric product ABA \cdot B is defined as the Jordan product: AB=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

#symmMul_comm

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 AB=12(AB+BA)A \circ B = \frac{1}{2}(AB + BA), is commutative, such that AB=BAA \circ B = B \circ A.

theorem

A0=0A \cdot 0 = 0 for the Jordan product of Hermitian matrices

#symmMul_zero

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

theorem

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

#zero_symmMul

Let AA be a Hermitian matrix. The symmetric product (Jordan product) of the zero matrix and AA, defined as 0A=21(0A+A0)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

#symmMul_toMat

Let AA and BB be Hermitian matrices of dimension dd over a field k\mathbb{k}. The matrix representation of their symmetric product ABA \cdot B (also known as the Jordan product) is given by: (AB)mat=21(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.matB.matA.symmMul B = A.mat * B.mat if AA and BB commute

#symmMul_of_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.matB.mat=B.matA.matA.mat \cdot B.mat = B.mat \cdot A.mat), then their symmetric product ABA \circ B (defined as 21(A.matB.mat+B.matA.mat)2^{-1} (A.mat \cdot B.mat + B.mat \cdot A.mat)) has an underlying matrix equal to the standard matrix product A.matB.matA.mat \cdot B.mat.

theorem

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

#symmMul_self

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 21(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., AmatAmatA_{\text{mat}} \cdot A_{\text{mat}}.

theorem

AI=AA \circ I = A for Hermitian matrices

#symmMul_one

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 AB=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., AI=AA \circ I = A.

theorem

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

#one_symmMul

Let AA be a Hermitian matrix. The symmetric multiplication (Jordan product) of the identity matrix II and AA, defined by IA=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

#symmMul_neg_one

For any Hermitian matrix AA, let AB=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

#neg_one_symmMul

For any Hermitian matrix AA, let the symmetric product (Jordan product) be defined as AB=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 AB=12(AB+BA)A * B = \frac{1}{2}(AB + BA)

#instCommMagmaHermitianMat

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 AB=12(AB+BA)A * B = \frac{1}{2}(AB + BA). This structure ensures that the multiplication is commutative, satisfying AB=BAA * B = B * A for all Hermitian matrices AA and BB.

theorem

`*` coincides with `symmMul` for Hermitian matrices

#mul_eq_symmMul

In the context of the `HermMul` scope, the multiplication operation ABA * B between two Hermitian matrices A,BHermitianMat(d,k)A, B \in \text{HermitianMat}(d, \mathbb{k}) is equal to the symmetric product AsymmBA \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 AB=12(AB+BA)A * B = \frac{1}{2}(AB + BA)

#instIsCommJordanHermitianMat

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 AB=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, AB=BAA * B = B * A, and satisfies the Jordan identity (AB)A2=A(BA2)(A * B) * A^2 = A * (B * A^2).

instance

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

#instMulZeroClassHermitianMat

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

instance

Jordan product on Hermitian matrices forms a `MulZeroOneClass`

#instMulZeroOneClassHermitianMat

For the set of Hermitian matrices of dimension dd over a field k\mathbb{k}, the Jordan product defined by AB=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 IA=AI=AI \circ A = A \circ I = A, and a zero element 00 such that 0A=A0=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

#instNonUnitalNonAssocRingHermitianMat

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 AB=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)=AB+ACA * (B + C) = A * B + A * C and (A+B)C=AC+BC(A + B) * C = A * C + B * C.

instance

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

#instNonAssocRingHermitianMat

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 AB=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

#instIsScalarTowerRealHermitianMat

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 AB=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 rRr \in \mathbb{R} and A,BHermitianMatd(k)A, B \in \text{HermitianMat}_d(\mathbb{k}), the scalar multiplication satisfies (rA)B=r(AB)(r \cdot A) \ast B = r \cdot (A \ast B).