Accelerating the Solution of Sequences of Large-Scale Linear Systems Using Randomized Subspace Projection

A novel randomized subspace projection method is proposed to efficiently generate initial guesses for iteratively solving sequences of large-scale linear systems, leading to significant computational savings.