Iterative Methods and Preconditioning for Large and Sparse Linear Systems with Applications (Chapman & Hall/CRC Monographs and Research Notes in Mathematics)
暫譯: 大型稀疏線性系統的迭代方法與預處理及其應用 (Chapman & Hall/CRC 數學專題與研究筆記)

This book describes, in a basic way, the most useful and effective iterative solvers and appropriate preconditioning techniques for some of the most important classes of large and sparse linear systems.

The solution of large and sparse linear systems is the most time-consuming part for most of the scientific computing simulations. Indeed, mathematical models become more and more accurate by including a greater volume of data, but this requires the solution of larger and harder algebraic systems. In recent years, research has focused on the efficient solution of large sparse and/or structured systems generated by the discretization of numerical models by using iterative solvers.