Name: Evolutionary Algorithms for Solving Multi-Objective Problems - Coello Coello, Carlos, Lamont, Gary B., Veldhuizen, David A. van
Price: 136.3 EUR
Author: Coello Coello, Carlos, Lamont, Gary B., Veldhuizen, David A. van
ISBN: 9780387332543

Evolutionary Algorithms for Solving Multi-Objective Problems

Coello Coello, Carlos, Lamont, Gary B., Veldhuizen, David A. van

Omschrijving

Solving multi-objective problems is an evolving effort, and computer science and other related disciplines have given rise to many powerful deterministic and stochastic techniques for addressing these large-dimensional optimization problems. Evolutionary algorithms are one such generic stochastic approach that has proven to be successful and widely applicable in solving both single-objective and multi-objective problems. This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. The various features of multi-objective evolutionary algorithms are presented here in an innovative and student-friendly fashion, incorporating state-of-the-art research. The book disseminates the application of evolutionary algorithm techniques to a variety of practical problems, including test suites with associated performance based on a variety of appropriate metrics, as well as serial and parallel algorithm implementations.

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Schrijver: Coello Coello, Carlos, Lamont, Gary B., Veldhuizen, David A. van
Titel: Evolutionary Algorithms for Solving Multi-Objective Problems
Uitgever: Springer

Jaar: 2007
Taal: Engels
Pagina's: 824
Gewicht: 1270 gr

EAN: 9780387332543
Afmetingen: 241 x 159 x 44 mm
Bindwijze: Hardback

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Evolutionary Algorithms for Solving Multi-Objective Problems

Coello Coello, Carlos, Lamont, Gary B., Veldhuizen, David A. van

Omschrijving

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