Evolutionary Constrained Optimization

Name: Evolutionary Constrained Optimization
Brand: Springer, India, Private Ltd
SKU: 9788132221838
Price: 99.9 EUR
Availability: InStock

Autor: Rituparna Datta, Kalyanmoy Deb

Jazyk:

Väzba: Pevná

Vydavateľ: Springer, India, Private Ltd

Dostupnosť: Skladom u dodávateľa

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This book makes available a self-contained collection of modern research addressing the general cons...

Informácie o knihe

Autor

Rituparna Datta, Kalyanmoy Deb

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2014

Stránok

319

EAN

9788132221838

ISBN

8132221834

Enbook ID

09041001

Vydavateľ

Springer, India, Private Ltd

Hmotnosť

670

Rozmery

246 x 165 x 18

Kompletný popis

This book makes available a self-contained collection of modern research addressing the general constrained optimization problems using evolutionary algorithms. Broadly the topics covered include constraint handling for single and multi-objective optimizations; penalty function based methodology; multi-objective based methodology; new constraint handling mechanism; hybrid methodology; scaling issues in constrained optimization; design of scalable test problems; parameter adaptation in constrained optimization; handling of integer, discrete and mix variables in addition to continuous variables; application of constraint handling techniques to real-world problems; and constrained optimization in dynamic environment. There is also a separate chapter on hybrid optimization, which is gaining lots of popularity nowadays due to its capability of bridging the gap between evolutionary and classical optimization. The material in the book is useful to researchers, novice, and experts alike. The book will also be useful for classroom teaching and future research.

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