What is the use of incomplete cholesky factorization?
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An incomplete Cholesky factorization is often used as a preconditioner for algorithms like the conjugate gradient method. The Cholesky factorization of a positive definite matrix A is A = LL* where L is a lower triangular matrix. ... This gives an incomplete Cholesky factorization which is as sparse as the matrix A.
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