Approximation theory of matrices based on its low ranking and stochastic computation

Behrouz Fathi-Vajargah, Ateyeh Jahanbin

Abstract


This work presents that the way to use the successful approximation of a desired matrix based on stochastic and SVD algorithms and compared their results together.

Keywords


Low rank; Randomized algorithm; Monte Carlo method; Singular value decomposition; Matrix multiplication.

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