Here are the essential concepts you must grasp in order to answer the question correctly.
Matrix Multiplication
Matrix multiplication involves taking the rows of the first matrix and the columns of the second matrix to produce a new matrix. The element in the resulting matrix is calculated by multiplying corresponding elements and summing them up. This operation is not commutative, meaning that 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 results in the identity matrix. The identity matrix acts like the number 1 in matrix operations, meaning that multiplying any matrix by its inverse yields the identity matrix, which is crucial for solving systems of equations.
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Identity Matrix
The identity matrix is a square matrix with ones on the diagonal and zeros elsewhere. For a 2x2 matrix, it looks like [[1, 0], [0, 1]]. When any matrix is multiplied by the identity matrix, it remains unchanged. This property is essential for verifying if one matrix is the inverse of another.
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