2024 : 11 : 16
Farshid Mirzaee

Farshid Mirzaee

Academic rank: Professor
ORCID: 0000-0002-1429-2548
Education: PhD.
ScopusId: 6508385954
HIndex: 34/00
Faculty: Mathematical Sciences and Statistics
Address: Faculty of Mathematical Sciences and Statistics, Department of Applied Mathematics, Malayer University, 4 Km Malayer-Arak Road, P. O. Box 65719-95863, Malayer, Iran.
Phone: +98 - 81 - 32457459

Research

Title
Preconditioned conjugate gradient method for solving Fredholm integral equations of the first kind
Type
JournalPaper
Keywords
Toplitz system, Circulants matrix, PCG, Eigenvalues, Integral equations.
Year
2011
Journal AUSTRALIAN JOURNAL OF BASIC AND APPLIED SCIENCES
DOI
Researchers Farshid Mirzaee

Abstract

In this paper, we study the numerical solution of Fredholm integral equations of the first kind with convolution kernel by using preconditioned conjugate gradient (PCG) method. Then by using quadrature method the integral equations reduce to a Toeplitz system. In the case that the coefficient matrix of above system is symmetric positive definite (SPD), we can use CG method for solving the system. At normal state, the system contains in appropriate eigenvalues not clustering around 1. The using of CG method with suitable preconditioners causes clustering eigenvalues of the new system around 1. As a result, the stability and convergence rate are guaranteed.