Matrix multiplication is defined in terms of the row-column product:
whereIn other words, cij is the dot product of the i-th row-vector of A times the j-th column-vector of B:
(Here the first row of A is written as , the second row as , etc. Similar, the first column of B is ,etc.)The dots in the above product can be omitted since the matrix product of a row vector times a column vector is by definition the same as the dot product of those vectors.
Multiplication in index notation:
The summation is over neighboring indices.For matrices to be multiplied, the second dimension of A must be the same as the first dimension of B.
Matrix multiplication does not ordinarily commute: