Physlib

Physlib.Relativity.MinkowskiMatrix

The Minkowski matrix

i. Overview

The aim of this module is to define the Minkowski matrix `η` in `d+1` dimensions, and prove properties thereof.

The Minkowski matrix is the real matrix of the form `diag(1, -1, -1, -1, ...)`, It is related to the Minkowski metric on `ℝ^(d+1)`.

Related to the Minkowski matrix is the notion of the dual of a matrix with respect to the Minkowski metric. This is defined as `η * Λᵀ * η`, where `Λ` is a real matrix. This will be used to help define the Lorentz group in later files.

ii. Key results

- `minkowskiMatrix` : The Minkowski matrix in `d+1` dimensions. - `minkowskiMatrix.dual` : The dual of a matrix with respect to the Minkowski metric, defined to be `η * Λᵀ * η`.

iii. Table of contents

- A. The Minkowski Matrix - A.1. Basic equalities - A.2. Notation for the Minkowski matrix - A.3. Components of the Minkowski matrix - A.4. Squaring the Minkowski matrix - A.5. Symmetry properties of the Minkowski matrix - A.6. Determinant of the Minkowski matrix - A.7. Injective properties of multiplying diagonal components - A.8. Action of the Minkowski matrix on vectors - B. The Minkowski dual - B.1. The dual on the identity - B.2. The dual swaps multiplication - B.3. The dual is an involution - B.4. The dual commutes with the transpose - B.5. The dual preserves the Minkowski matrix - B.6. The dual preserves the determinants - B.7. Components of the dual

iv. References

No references are given here.

A. The Minkowski Matrix

We first define the Minkowski matrix in `d+1` dimensions, and prove some basic properties.

A.1. Basic equalities

We show some basic equalities for the Minkowski matrix. In particular, we show it can be expressed as a block matrix.

A.2. Notation for the Minkowski matrix

We define the notation `η` for the Minkowski matrix, which can be used when the namespace `minkowskiMatrix` is opened.

A.3. Components of the Minkowski matrix

We prove some simple properties related to the components of the Minkowski matrix.

A.4. Squaring the Minkowski matrix

we show that the Minkowski matrix is self-inverting, i.e. `η * η = 1`, as well as other properties related to squaring the Minkowski matrix.

A.5. Symmetry properties of the Minkowski matrix

The Minkowski matrix is symmetric, due to it being diagonal.

A.6. Determinant of the Minkowski matrix

We show the determinant of the Minkowski matrix is equal to `(-1)^d` where `d` is the number of spatial dimensions.

A.7. Injective properties of multiplying diagonal components

If `x` and `y` are reals then since `η μ μ` is non-zero for any `μ`, the equation `η μ μ * x = η μ μ * y` implies `x = y`. We prove this as a lemma. This is a useful part of the API but is not used often.

A.8. Action of the Minkowski matrix on vectors

We show properties of the action of the Minkowski matrix on vectors.

B. The Minkowski dual

Given a real matrix `Λ`, we define the dual of `Λ` with respect to the Minkowski metric to be `η * Λᵀ * η`.

The ultimate idea is that for the Minkowski inner product `⟪Λ x, y⟫ = ⟪x, dual Λ y⟫` for all vectors `x` and `y`.

An element `Λ` is in the Lorentz group if and only if `dual Λ = Λ⁻¹`. This will not be shown in this module.

This notion of a dual is not quite a homomorphism because it reverses the order of multiplication.

B.1. The dual on the identity

We show that the dual of the identity matrix is the identity matrix.

B.2. The dual swaps multiplication

We show that the dual swaps multiplication, i.e. `dual (Λ * Λ') = dual Λ' * dual Λ`.

B.3. The dual is an involution

We show that the dual is an involution, i.e. `dual (dual Λ) = Λ`.

B.4. The dual commutes with the transpose

B.5. The dual preserves the Minkowski matrix

B.6. The dual preserves the determinants

B.7. Components of the dual

We show a number of properties related to the components of the duals.

24 declarations

definition

Minkowski matrix

The Minkowski matrix in d+1d+1 dimensions is defined as the real matrix of the form diag(1,1,1,)\mathrm{diag}(1, -1, -1, \dots). It is represented as a square matrix over R\mathbb{R} indexed by the disjoint union of sets of size 11 and dd.

theorem

η=diag(1,1,,1)\eta = \mathrm{diag}(1, -1, \dots, -1)

For any natural number dd, the Minkowski matrix η\eta in d+1d+1 dimensions is equal to the diagonal matrix diag(1,1,,1)\mathrm{diag}(1, -1, \dots, -1), where the diagonal entry is 11 for the first index (representing the time dimension) and 1-1 for the remaining dd indices (representing the spatial dimensions).

theorem

η\eta as a Block Matrix

For any natural number dd, the Minkowski matrix η\eta in d+1d+1 dimensions can be expressed as a block matrix: η=(100Id) \eta = \begin{pmatrix} 1 & 0 \\ 0 & -I_d \end{pmatrix} where 11 denotes the 1×11 \times 1 identity matrix, Id-I_d denotes the d×dd \times d negative identity matrix, and 00 denotes the zero matrices of sizes 1×d1 \times d and d×1d \times 1.

definition

Notation for the Minkowski matrix

The symbol η\eta is a notation for the Minkowski matrix.

theorem

The time-time component of the Minkowski matrix is 11

For any natural number dd, the (d+1)(d+1)-dimensional Minkowski matrix η\eta, indexed by Fin 1Fin d\text{Fin } 1 \oplus \text{Fin } d, has its "time-time" component (the entry at row inl 0\text{inl } 0 and column inl 0\text{inl } 0) equal to 11.

theorem

Spatial diagonal components of η\eta are 1-1

For any natural number dd and any spatial index i{0,,d1}i \in \{0, \dots, d-1\}, the diagonal entry of the (d+1)(d+1)-dimensional Minkowski matrix η\eta corresponding to the spatial component inr i\text{inr } i is equal to 1-1. That is, ηinr i,inr i=1\eta_{\text{inr } i, \text{inr } i} = -1.

theorem

ημν=0\eta_{\mu \nu} = 0 for μν\mu \neq \nu

For any indices μ,νFin 1Fin d\mu, \nu \in \text{Fin } 1 \oplus \text{Fin } d such that μν\mu \neq \nu, the entry of the Minkowski matrix ημν\eta_{\mu\nu} is equal to 00. This implies that the off-diagonal elements of the Minkowski matrix are zero.

theorem

ημμ0\eta_{\mu\mu} \neq 0

Let η\eta be the (d+1)(d+1)-dimensional Minkowski matrix. For any index μ\mu, the diagonal entry ημμ\eta_{\mu\mu} is non-zero.

theorem

η2=I\eta^2 = I

For any natural number dd, the Minkowski matrix η\eta in d+1d+1 dimensions is self-inverting, satisfying the property that the product of the matrix with itself is the identity matrix II: ηη=I \eta \cdot \eta = I

theorem

ημμ2=1\eta_{\mu\mu}^2 = 1

Let η\eta be the (d+1)(d+1)-dimensional Minkowski matrix. For any index μ\mu, the product of the diagonal entry ημμ\eta_{\mu\mu} with itself is equal to 11, i.e., ημμημμ=1\eta_{\mu\mu} \cdot \eta_{\mu\mu} = 1.

theorem

ημμ2=1\eta_{\mu\mu}^2 = 1

Let η\eta be the (d+1)(d+1)-dimensional Minkowski matrix. For any index μ\mu in the index set of the matrix, the square of the diagonal entry ημμ\eta_{\mu\mu} is equal to 11, i.e., ημμ2=1\eta_{\mu\mu}^2 = 1.

theorem

det(η)=(1)d\det(\eta) = (-1)^d

Let η\eta be the (d+1)(d+1)-dimensional Minkowski matrix, defined as the diagonal matrix diag(1,1,,1)\text{diag}(1, -1, \dots, -1) with one time dimension and dd spatial dimensions. The determinant of this matrix is det(η)=(1)d\det(\eta) = (-1)^d.

theorem

ημμx=ημμy    x=y\eta_{\mu\mu} x = \eta_{\mu\mu} y \iff x = y

Let η\eta be the (d+1)(d+1)-dimensional Minkowski matrix. For any index μ\mu and any real numbers xx and yy, the equality ημμx=ημμy\eta_{\mu\mu} x = \eta_{\mu\mu} y holds if and only if x=yx = y.

theorem

Time component of ηv\eta v is v0v_0

Let η\eta be the Minkowski matrix in 1+d1+d dimensions, defined as the diagonal matrix diag(1,1,,1)\operatorname{diag}(1, -1, \dots, -1). For any vector vR1+dv \in \mathbb{R}^{1+d}, the time component (the first component) of the matrix-vector product ηv\eta v is equal to the time component of vv: (ηv)0=v0(\eta v)_0 = v_0

theorem

Spatial components of ηv\eta v are vi-v_i

Let η\eta be the Minkowski matrix in 1+d1+d dimensions, which is the diagonal matrix diag(1,1,,1)\operatorname{diag}(1, -1, \dots, -1). For any vector vR1+dv \in \mathbb{R}^{1+d} and any spatial index i{1,,d}i \in \{1, \dots, d\}, the ii-th component of the matrix-vector product ηv\eta v is equal to the negation of the ii-th component of vv: (ηv)i=vi(\eta v)_i = -v_i

definition

Minkowski dual of a matrix Λ\Lambda

For a real matrix Λ\Lambda of dimension (1+d)×(1+d)(1+d) \times (1+d), its Minkowski dual is defined as the matrix product ηΛTη\eta \Lambda^T \eta, where η\eta is the Minkowski matrix diag(1,1,,1)\text{diag}(1, -1, \dots, -1) and ΛT\Lambda^T denotes the transpose of Λ\Lambda.

theorem

dual(I)=I\operatorname{dual}(I) = I

For a given number of spatial dimensions dd, let II be the (1+d)×(1+d)(1+d) \times (1+d) identity matrix. The Minkowski dual of II is equal to the identity matrix II: dual(I)=I\operatorname{dual}(I) = I where the Minkowski dual of a matrix Λ\Lambda is defined as ηΛTη\eta \Lambda^T \eta, and η\eta is the Minkowski matrix diag(1,1,,1)\operatorname{diag}(1, -1, \dots, -1).

theorem

The Minkowski dual swaps the order of multiplication: dual(ΛΛ)=dual(Λ)dual(Λ)\text{dual}(\Lambda \Lambda') = \text{dual}(\Lambda') \text{dual}(\Lambda)

For any two real (d+1)×(d+1)(d+1) \times (d+1) matrices Λ\Lambda and Λ\Lambda', the Minkowski dual of their product is equal to the product of their Minkowski duals in reverse order: dual(ΛΛ)=dual(Λ)dual(Λ)\text{dual}(\Lambda \Lambda') = \text{dual}(\Lambda') \cdot \text{dual}(\Lambda) where the Minkowski dual of a matrix MM is defined as dual(M)=ηMTη\text{dual}(M) = \eta M^T \eta, with η\eta being the Minkowski matrix diag(1,1,,1)\text{diag}(1, -1, \dots, -1). This property shows that the Minkowski dual operation is contravariant with respect to matrix multiplication.

theorem

dual(dual(Λ))=Λ\text{dual}(\text{dual}(\Lambda)) = \Lambda

For any real matrix Λ\Lambda of dimension (d+1)×(d+1)(d+1) \times (d+1), the Minkowski dual operation is involutive. That is, applying the dual operation twice results in the original matrix: dual(dual(Λ))=Λ \text{dual}(\text{dual}(\Lambda)) = \Lambda where the Minkowski dual is defined as dual(Λ)=ηΛTη\text{dual}(\Lambda) = \eta \Lambda^T \eta, with η\eta being the Minkowski matrix diag(1,1,,1)\text{diag}(1, -1, \dots, -1).

theorem

The Minkowski dual commutes with the transpose

For any real matrix Λ\Lambda of dimension (d+1)×(d+1)(d+1) \times (d+1), the Minkowski dual of the transpose of Λ\Lambda is equal to the transpose of the Minkowski dual of Λ\Lambda, i.e., dual(ΛT)=(dual(Λ))T\text{dual}(\Lambda^T) = (\text{dual}(\Lambda))^T. This demonstrates that the Minkowski dual operation commutes with the matrix transpose operation.

theorem

dual(η)=η\text{dual}(\eta) = \eta

Let η\eta be the (d+1)×(d+1)(d+1) \times (d+1) Minkowski matrix, defined as diag(1,1,,1)\mathrm{diag}(1, -1, \dots, -1). For any real (d+1)×(d+1)(d+1) \times (d+1) matrix Λ\Lambda, let its Minkowski dual be defined as dual(Λ)=ηΛTη\text{dual}(\Lambda) = \eta \Lambda^T \eta. Then the Minkowski dual of the Minkowski matrix is the Minkowski matrix itself, i.e., dual(η)=η\text{dual}(\eta) = \eta

theorem

det(dual Λ)=det(Λ)\det(\text{dual } \Lambda) = \det(\Lambda)

For any (d+1)×(d+1)(d+1) \times (d+1) real matrix Λ\Lambda, the determinant of its Minkowski dual is equal to the determinant of Λ\Lambda. That is, det(dual Λ)=det(Λ)\det(\text{dual } \Lambda) = \det(\Lambda) where the Minkowski dual is defined as dual(Λ)=ηΛTη\text{dual}(\Lambda) = \eta \Lambda^T \eta, and η\eta is the Minkowski matrix diag(1,1,,1)\text{diag}(1, -1, \dots, -1).

theorem

Components of the Minkowski dual (dual Λ)μν=ημμΛνμηνν(\text{dual } \Lambda)_{\mu\nu} = \eta_{\mu\mu} \Lambda_{\nu\mu} \eta_{\nu\nu}

For a (1+d)×(1+d)(1+d) \times (1+d) real matrix Λ\Lambda, the components of its Minkowski dual, defined as dual Λ=ηΛTη\text{dual } \Lambda = \eta \Lambda^T \eta, are given by (dual Λ)μν=ημμΛνμηνν(\text{dual } \Lambda)_{\mu\nu} = \eta_{\mu\mu} \Lambda_{\nu\mu} \eta_{\nu\nu} where η\eta is the Minkowski matrix diag(1,1,,1)\mathrm{diag}(1, -1, \dots, -1), and μ,ν\mu, \nu are indices in the set {0,1,,d}\{0, 1, \dots, d\}.

theorem

(dual Λ)μνηνν=ημμΛνμ(\text{dual } \Lambda)_{\mu\nu} \eta_{\nu\nu} = \eta_{\mu\mu} \Lambda_{\nu\mu}

Let Λ\Lambda be a real matrix of size (d+1)×(d+1)(d+1) \times (d+1) and η\eta be the Minkowski matrix diag(1,1,,1)\text{diag}(1, -1, \dots, -1). Let dual Λ=ηΛTη\text{dual } \Lambda = \eta \Lambda^T \eta denote the Minkowski dual of Λ\Lambda. For any indices μ\mu and ν\nu in {0,1,,d}\{0, 1, \dots, d\}, the components of the dual matrix and the original matrix satisfy the identity: (dual Λ)μνηνν=ημμΛνμ(\text{dual } \Lambda)_{\mu\nu} \eta_{\nu\nu} = \eta_{\mu\mu} \Lambda_{\nu\mu} where (dual Λ)μν(\text{dual } \Lambda)_{\mu\nu} is the entry in the μ\mu-th row and ν\nu-th column of the dual matrix, and ημμ\eta_{\mu\mu} and ηνν\eta_{\nu\nu} are the diagonal components of the Minkowski matrix.