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
Minkowski matrix
The Minkowski matrix in dimensions is defined as the real matrix of the form . It is represented as a square matrix over indexed by the disjoint union of sets of size and .
For any natural number , the Minkowski matrix in dimensions is equal to the diagonal matrix , where the diagonal entry is for the first index (representing the time dimension) and for the remaining indices (representing the spatial dimensions).
as a Block Matrix
For any natural number , the Minkowski matrix in dimensions can be expressed as a block matrix: where denotes the identity matrix, denotes the negative identity matrix, and denotes the zero matrices of sizes and .
Notation for the Minkowski matrix
The symbol is a notation for the Minkowski matrix.
The time-time component of the Minkowski matrix is
For any natural number , the -dimensional Minkowski matrix , indexed by , has its "time-time" component (the entry at row and column ) equal to .
Spatial diagonal components of are
For any natural number and any spatial index , the diagonal entry of the -dimensional Minkowski matrix corresponding to the spatial component is equal to . That is, .
for
For any indices such that , the entry of the Minkowski matrix is equal to . This implies that the off-diagonal elements of the Minkowski matrix are zero.
Let be the -dimensional Minkowski matrix. For any index , the diagonal entry is non-zero.
For any natural number , the Minkowski matrix in dimensions is self-inverting, satisfying the property that the product of the matrix with itself is the identity matrix :
Let be the -dimensional Minkowski matrix. For any index , the product of the diagonal entry with itself is equal to , i.e., .
Let be the -dimensional Minkowski matrix. For any index in the index set of the matrix, the square of the diagonal entry is equal to , i.e., .
Let be the -dimensional Minkowski matrix, defined as the diagonal matrix with one time dimension and spatial dimensions. The determinant of this matrix is .
Let be the -dimensional Minkowski matrix. For any index and any real numbers and , the equality holds if and only if .
Time component of is
Let be the Minkowski matrix in dimensions, defined as the diagonal matrix . For any vector , the time component (the first component) of the matrix-vector product is equal to the time component of :
Spatial components of are
Let be the Minkowski matrix in dimensions, which is the diagonal matrix . For any vector and any spatial index , the -th component of the matrix-vector product is equal to the negation of the -th component of :
Minkowski dual of a matrix
For a real matrix of dimension , its Minkowski dual is defined as the matrix product , where is the Minkowski matrix and denotes the transpose of .
For a given number of spatial dimensions , let be the identity matrix. The Minkowski dual of is equal to the identity matrix : where the Minkowski dual of a matrix is defined as , and is the Minkowski matrix .
The Minkowski dual swaps the order of multiplication:
For any two real matrices and , the Minkowski dual of their product is equal to the product of their Minkowski duals in reverse order: where the Minkowski dual of a matrix is defined as , with being the Minkowski matrix . This property shows that the Minkowski dual operation is contravariant with respect to matrix multiplication.
For any real matrix of dimension , the Minkowski dual operation is involutive. That is, applying the dual operation twice results in the original matrix: where the Minkowski dual is defined as , with being the Minkowski matrix .
The Minkowski dual commutes with the transpose
For any real matrix of dimension , the Minkowski dual of the transpose of is equal to the transpose of the Minkowski dual of , i.e., . This demonstrates that the Minkowski dual operation commutes with the matrix transpose operation.
Let be the Minkowski matrix, defined as . For any real matrix , let its Minkowski dual be defined as . Then the Minkowski dual of the Minkowski matrix is the Minkowski matrix itself, i.e.,
For any real matrix , the determinant of its Minkowski dual is equal to the determinant of . That is, where the Minkowski dual is defined as , and is the Minkowski matrix .
Components of the Minkowski dual
For a real matrix , the components of its Minkowski dual, defined as , are given by where is the Minkowski matrix , and are indices in the set .
Let be a real matrix of size and be the Minkowski matrix . Let denote the Minkowski dual of . For any indices and in , the components of the dual matrix and the original matrix satisfy the identity: where is the entry in the -th row and -th column of the dual matrix, and and are the diagonal components of the Minkowski matrix.
