Algorithms for Large Scale Linear Algebraic Systems:

Name: Algorithms for Large Scale Linear Algebraic Systems:
Brand: Springer Netherlands
SKU: 9789048150045
Price: 84874 HUF
Availability: InStock

Applications in Science and Engineering

Szerző: Gabriel Winter Althaus, Emilio Spedicato

Nyelv:

Kötés: Puha kötésű

Kiadó: Springer Netherlands

Elérhetőség: Beszállítói készleten

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An overview of the most successful algorithms and techniques for solving large, sparse systems of eq...

Információk a könyvről

Szerző

Gabriel Winter Althaus, Emilio Spedicato

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2010

oldal

410

EAN

9789048150045

ISBN

9048150043

Enbook ID

01973811

Kiadó

Springer Netherlands

Súly

586

Méretek

160 x 240 x 21

Teljes leírás

An overview of the most successful algorithms and techniques for solving large, sparse systems of equations and some algorithms and strategies for solving optimization problems. The most important topics dealt with concern iterative methods, especially Krylov methods, ordering techniques, and some iterative optimization tools. The book is a compendium of theoretical and numerical methods for solving large algebraic systems, special emphasis being placed on convergence and numerical behaviour as affected by rounding errors, accuracy in computing solutions for ill-conditioned matrices, preconditioning effectiveness, ordering procedures, stability factors, hybrid procedures and stopping criteria. Recent advances in numerical matrix calculations are presented, especially methods to accelerate the solution of symmetric and unsymmetric linear systems. Convergence analysis of the multi-grid method using a posteriori error estimation in second order elliptic equations are presented. Some inverse problems are also included. Evolution based software is described, such as genetic algorithms and evolution strategies, relations and class hierarchising to improve the exploration of large search spaces and finding near-global optima. Recent developments in messy genetic algorithms are also described. The tutorial nature of the book makes it suitable for mathematicians, computer scientists, engineers and postgraduates.

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Algorithms for Large Scale Linear Algebraic Systems:

Applications in Science and Engineering

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták