{"product_id":"algorithms-for-large-scale-linear-algebraic-systems-applications-in-science-and-engineering-von-e-spedicato-gabriel-winter-althaus-hrsg","title":"Algorithms for Large Scale Linear Algebraic Systems:","description":"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.  \u003cbr\u003e  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. \u003cbr\u003e  The tutorial nature of the book makes it suitable for mathematicians,  computer scientists, engineers and postgraduates.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9780792349754\"\u003e\u003ch3\u003eApplications in Science and Engineering\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789048150045\"\u003e\u003ch3\u003eApplications in Science and Engineering\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9780792349754","offer_id":50726078342,"sku":"9780792349754","price":235.39,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9789048150045","offer_id":39528890826845,"sku":"9789048150045","price":235.39,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/ca3cd4c5-b758-4abb-a0ed-4d54adb6fe1b.jpg?v=1760681117","url":"https:\/\/shop.autorenwelt.de\/en\/products\/algorithms-for-large-scale-linear-algebraic-systems-applications-in-science-and-engineering-von-e-spedicato-gabriel-winter-althaus-hrsg","provider":"Autorenwelt Shop","version":"1.0","type":"link"}