Evolutionary Constrained Optimization (Paperback, Softcover reprint of the original 1st ed. 2015)

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.

General

Imprint:	Springer, India, Private Ltd
Country of origin:	India
Series:	Infosys Science Foundation Series in Applied Sciences and Engineering
Release date:	August 2016
First published:	2015
Editors:	Rituparna Datta • Kalyanmoy Deb
Dimensions:	235 x 155 x 18mm (L x W x T)
Format:	Paperback
Pages:	319
Edition:	Softcover reprint of the original 1st ed. 2015
ISBN-13:	978-81-322-3505-7
Categories:	Books > Science & Mathematics > Mathematics > Optimization > General Books > Professional & Technical > Mechanical engineering & materials > Mechanical engineering > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	81-322-3505-3
Barcode:	9788132235057

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!