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On the Optimal Solution of Large Linear Systems

On the Optimal Solution of Large Linear Systems

The information-based study of the optimal solution of large linear systems is initiated by studying the case of Krylov information. Among the algorithms that use Krylov information are minimal residual, conjugate gradient, Chebyshev, and successive approximation algorithms. A "sharp" lower bound on the number of matrix-vector multiplications required to compute …