Title of article :
Application of frames in Chebyshev and conjugate gradient methods
Author/Authors :
Jamali ، H. - Vali-e-Asr University of Rafsanjan , Afroomand ، E. - Vali-e-Asr University of Rafsanjan
Abstract :
Given a frame of a separable Hilbert space H, we present some iterative methods for solving an operator equation Lu=f, where L is a bounded, invertible and symmetric operator on H. We present some algorithms based on the knowledge of frame bounds, Chebyshev method and conjugate gradient method, in order to give some approximated solutions to the problem. Then we investigate the convergence and optimality of them.
Keywords :
Hilbert spaces , dual space , frame , Chebyshev polynomials , iterative method
Journal title :
Bulletin of the Iranian Mathematical Society
Journal title :
Bulletin of the Iranian Mathematical Society