Evolutionary Constrained Optimization
Softcover reprint of the original 1st ed. 2015
Book Details
Format
Paperback / Softback
ISBN-10
8132235053
ISBN-13
9788132235057
Edition
Softcover reprint of the original 1st ed. 2015
Publisher
Springer, India, Private Ltd
Imprint
Springer, India, Private Ltd
Country of Manufacture
IN
Country of Publication
GB
Publication Date
Aug 23rd, 2016
Print length
319 Pages
Product Classification:
OptimizationMechanical engineeringArtificial intelligence
Ksh 16,200.00
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This book makes available a self-contained collection of modern research addressing the general constrained optimization problems using evolutionary algorithms.
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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