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Evolutionary Constrained Optimization

Language EnglishEnglish
Book Paperback
Book Evolutionary Constrained Optimization Rituparna Datta
Libristo code: 13719945
Publishers Springer, India, Private Ltd, August 2016
This book makes available a self-contained collection of modern research addressing the general cons... Full description
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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.

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About the book

Full name Evolutionary Constrained Optimization
Author Rituparna Datta, Kalyanmoy Deb, Rituparna Datta
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 319
EAN 9788132235057
ISBN 8132235053
Libristo code 13719945
Publishers Springer, India, Private Ltd
Weight 5095
Dimensions 155 x 235 x 19

Categories

Mathematics & Science > Mathematics > Optimization
Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Technology, Engineering, Agriculture > Mechanical engineering & materials > Mechanical engineering
Computing & Information Technology > Computer science > Artificial intelligence
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