Here are the essential concepts you must grasp in order to answer the question correctly.
Matrix Multiplication
Matrix multiplication involves combining two matrices to produce a third matrix. The product of a matrix A (of size m x n) and a matrix B (of size n x p) results in a matrix C (of size m x p). Each element of the resulting matrix is calculated as the dot product of the corresponding row from the first matrix and the column from the second matrix.
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Identity Matrix
An identity matrix is a square matrix with ones on the diagonal and zeros elsewhere. For example, the 2x2 identity matrix I2 is represented as [[1, 0], [0, 1]]. When any matrix is multiplied by the identity matrix of compatible size, the original matrix remains unchanged, making the identity matrix a fundamental element in linear algebra.
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Order of Multiplication
In matrix multiplication, the order in which matrices are multiplied matters. Generally, the product of matrices A and B (AB) is not the same as the product of B and A (BA), unless one of the matrices is an identity matrix. Understanding this concept is crucial for correctly performing operations involving matrices and ensuring accurate results.
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