Evolutionary Constrained Optimization

Name: Evolutionary Constrained Optimization
Brand: Springer, India, Private Ltd
SKU: 9788132221838
Price: 552.54 RON
Availability: InStock

Autor: Rituparna Datta, Kalyanmoy Deb

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Legare: Copertă tare

Editura: Springer, India, Private Ltd

Disponibilitate: În depozitul extern

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

Informații despre carte

Autor

Rituparna Datta, Kalyanmoy Deb

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2014

Pagini

319

EAN

9788132221838

ISBN

8132221834

Enbook ID

09041001

Editura

Springer, India, Private Ltd

Greutate

670

Dimensiuni

246 x 165 x 18

Descriere completă

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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