Matrix Multiplication
Matrix multiplication involves taking the dot product of rows from the first matrix with columns from the second matrix. For two matrices A (m x n) and B (n x p), the resulting matrix C (m x p) is formed by summing the products of corresponding entries. This operation is not commutative, meaning AB does not necessarily equal BA.
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Multiplicative Inverse of a Matrix
A matrix B is considered the multiplicative inverse of matrix A if the product of A and B yields the identity matrix I, denoted as AB = I. The identity matrix has 1s on the diagonal and 0s elsewhere. Not all matrices have inverses; only square matrices with a non-zero determinant can possess a multiplicative inverse.
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Identity Matrix
The identity matrix is a special type of square matrix that acts as the multiplicative identity in matrix multiplication. For any square matrix A, multiplying it by the identity matrix I (of the same size) results in A itself, i.e., AI = A and IA = A. The identity matrix for a 2x2 matrix is [[1, 0], [0, 1]] and for a 3x3 matrix is [[1, 0, 0], [0, 1, 0], [0, 0, 1]].
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