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Evolutionary Constrained Optimization

Name: Evolutionary Constrained Optimization
Brand: Springer, India, Private Ltd
SKU: 09041001
Price: 97.42 EUR
Availability: InStock
Author: Rituparna Datta
ISBN: 9788132221838

Rituparna Datta

Kalyanmoy Deb

Jezik

Angleščina

Knjiga Trda

Koda Libristo: 09041001

Založba Springer, India, Private Ltd, december 2014

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

Koda Libristo: 09041001

236 b

97.42 €

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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.