Name: Direct and Iterative Linear System Solvers (en Inglés)
SKU: 67482198
Price: 112.73 USD
Availability: InStock
Author: Gérard Meurant

portada Direct and Iterative Linear System Solvers (en Inglés)

Direct and Iterative Linear System Solvers (en Inglés)

Formato

Libro Físico

Editorial

SIAM - Society for Industrial and Applied Mathematic

Autor

Gérard Meurant

Colección

COMPUTATIONAL SCIENCE and ENGINEERING (CS)

Año

2026

Idioma

Inglés

N° páginas

505

Encuadernación

Tapa Blanda

ISBN13

9781611978834

Direct and Iterative Linear System Solvers (en Inglés)

Gérard Meurant (Autor) · SIAM - Society for Industrial and Applied Mathematic · Tapa Blanda

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Reseña del libro "Direct and Iterative Linear System Solvers (en Inglés)"

An in-depth exploration of algorithms for solving nonsingular linear systems, detailing advanced elimination procedures, iterative solvers including conjugate gradients and Krylov methods, and emphasizing finite precision challenges and numerical experiments. Techniques like mixed precision and randomization also feature.

Solving linear systems of equations is ubiquitous in scientific computing, therefore, the numerical algorithms for solving them are paramount. Direct and Iterative Linear System Solvers describes the state of the art of direct and iterative methods for solving nonsingular linear systems of equations. The author considers several variants of elimination methods; classical iterative methods; variants of the conjugate gradient method; and Krylov methods for non-symmetric systems and describes many preconditioners. Finite precision arithmetic and numerical experiments are emphasized.

Direct and Iterative Linear System Solvers describes and analyzes many numerical experiments with these methods, introduces more recent techniques like mixed precision and randomization, andcontains templates of codes for implementing these methods.