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The extended global Lanczos method for matrix function approximation

The extended global Lanczos method for matrix function approximation

The need to compute the trace of a large matrix that is not explicitly known, such as the matrix exp(A), where A is a large symmetric matrix, arises in various applications including in network analysis. The global Lanczos method is a block method that can be applied to compute an …