Iterative Methods and Preconditioners for Systems of Linear Equations

Iterative methods use successive approximations to obtain more accurate solutions. Iterative Methods and Preconditioners for Systems of Linear Equations

• presents historical background,
• derives complete convergence estimates for all methods,
• illustrates and provides Matlab codes for all methods, and
• studies and tests all preconditioners first as stationary iterative solvers.

This textbook is appropriate for undergraduate and graduate students in need of an overview or of deeper knowledge about iterative methods. It can be used in courses on Advanced Numerical Analysis, Special Topics on Numerical Analysis, Topics on Data Science, Topics on Numerical Optimization, and Topics on Approximation Theory. Scientists and engineers interested in new topics and applications will also find the text useful.