Matrix-vector multiplication is an operation that takes a matrix and a vector, producing a new vector. This process combines the rows of the matrix with the elements of the vector, resulting in a linear transformation that can be used to represent systems of equations or manipulate data in various applications. Understanding this operation is crucial, especially when dealing with sparse matrices, where many elements are zero, allowing for more efficient calculations and storage.
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