Linear and multilinear algebra; matrix theory Definition
Matrix multiplication
Builds on Matrix
Definition
Let be a ring, let be an matrix over , and let be an matrix over . The product is the matrix with entries for and .
Remarks
The product is defined only when the number of columns of equals the number of rows of . Column of is the matrix–vector product of with column of . The product is associative and distributive, but it is not commutative. If and are the matrices of two linear maps, then is the matrix of their composition.
Reading path
To understand this page from the ground up, read these 2 pages in order. The foundations come first.
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- Matrix definition
- Matrix multiplication definition
Where this leads
33 pages build on this one.
- Similar matrices
- Rank of a product of matrices
- Triangularisation
- A matrix is invertible iff its determinant is a unit
- Rational canonical form
- Determinant is multiplicative
- A matrix is diagonalisable iff it has a basis of eigenvectors
- Matrix of a composition is the product of matrices
- Associativity of matrix multiplication
- One-sided inverse of a square matrix is two-sided
- Determinant of the inverse
- Jordan normal form
- Transpose of a product
- Matrix determinant lemma
- Inverse in terms of the adjugate
- Simultaneous diagonalisation
- Determinant via the Schur complement
- Diagonalisable iff the minimal polynomial has distinct roots
- Equivalent matrices
- Non-commutativity of matrix multiplication
- Distributivity of matrix multiplication
- Inverse of a product
- Powers of a diagonalisable matrix
- Invertible matrix
- Characteristic polynomial does not depend on the basis
- Diagonalisable matrix
- Trace of a product is symmetric
- Distinct eigenvalues imply diagonalisable
- Sylvester's determinant identity
- Schur complement
- Reduction to diagonal form by transvections
- Commuting matrices
- Matrix congruence
Further reading
About this page
| Tag | 076JGP6R3T |
|---|---|
| URI | m2://076JGP6R3T |
| Kind | definition |
| Writing | W1 stated |
| MSC | 15A99 |
| Defines | Matrix multiplication |
| Uses | Matrix |
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Used by
- Rank of a product of matrices
- Determinant is multiplicative
- Matrix of a composition is the product of matrices
- Associativity of matrix multiplication
- Transpose of a product
- Non-commutativity of matrix multiplication
- Distributivity of matrix multiplication
- Invertible matrix
- Trace of a product is symmetric
- Schur complement
- Reduction to diagonal form by transvections
- Commuting matrices