Multi-Objective Optimization Using Evolutionary Algorithms

Autor: Kalyanmoy Deb

Jazyk:

Vazba: Pevná

Vydavatel: John Wiley & Sons Inc

Dostupnost: Skladem u dodavatele

Odesíláme za 10-18 dnů

3 548 Kč

Evolutionary algorithms are relatively new, but very powerful techniques used to find solutions to m...

Informace o knize

Autor

Kalyanmoy Deb

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2001

Stránek

518

EAN

9780471873396

ISBN

047187339X

Enbook ID

04894430

Vydavatel

John Wiley & Sons Inc

Hmotnost

1052

Rozměry

253 x 178 x 35

Kompletní popis

Evolutionary algorithms are relatively new, but very powerful techniques used to find solutions to many real--world search and optimization problems. Many of these problems have multiple objectives, which leads to the need to obtain a set of optimal solutions, known as effective solutions. It has been found that using evolutionary algorithms is a highly effective way of finding multiple effective solutions in a single simulation run.* Comprehensive coverage of this growing area of research* Carefully introduces each algorithm with examples and in--depth discussion* Includes many applications to real--world problems, including engineering design and scheduling* Includes discussion of advanced topics and future research* Can be used as a course text or for self--study* Accessible to those with limited knowledge of classical multi--objective optimization and evolutionary algorithms The integrated presentation of theory, algorithms and examples will benefit those working and researching in the areas of optimization, optimal design and evolutionary computing. This text provides an excellent introduction to the use of evolutionary algorithms in multi--objective optimization, allowing use as a graduate course text or for self--study.

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Multi-Objective Optimization Using Evolutionary Algorithms

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