Multiobjective Evolutionary Algorithms and Applications by Kay Chen Tan (English

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Multiobjective Evolutionary Algorithms and Applications by Kay Chen Tan, Tong Heng Lee, Eik Fun Khor

Multiobjective Evolutionary Algorithms and Applications provides comprehensive treatment on the design of multiobjective evolutionary algorithms and their applications in domains covering areas such as control and scheduling.

FORMAT
Paperback LANGUAGE
English CONDITION
Brand New Publisher Description

Multiobjective Evolutionary Algorithms and Applications provides comprehensive treatment on the design of multiobjective evolutionary algorithms and their applications in domains covering areas such as control and scheduling. Emphasizing both the theoretical developments and the practical implementation of multiobjective evolutionary algorithms, a profound mathematical knowledge is not for a wide readership, engineers, researchers, senior undergraduates and graduate students interested in the field of evolutionary algorithms and multiobjective optimization with some basic knowledge of evolutionary computation will find this book a useful addition to their book case.

Notes

Evolutionary multiobjective optimization is currently gaining a lot of attention, particularly for researchers in the evolutionary computation communities. This monograph is suitable as a secondary text for graduate level computational intelligence courses, and as a reference for researchers, lecturers, and practitioners in industry.

Table of Contents

Review of MOEAs.- Conceptual Framework and Distribution Preservation Mechanisms for MOEAs.- Decision Supports and Advanced Features for MOEAs.- Dynamic Population Size and Local Exploration for MOEAs.- A Distributed Cooperative Coevolutionary Multiobjective Algorithm.- Learning the Search Range in Dynamic Environments.- Performance Assessment and Comparison of MOEAs.- A Multiobjective Evolutionary Algorithm Toolbox.- Evolutionary Computer-Aided Control System Design.- Evolutionary Design Automation of Multivariable QFT Control System.- Evolutionary Design of HDD Servo Control System.- Evolutionary Scheduling — VRPTW.- Evolutionary Scheduling — TTVRP.

Long Description

Multiobjective Evolutionary Algorithms and Applications provides comprehensive treatment on the design of multiobjective evolutionary algorithms and their applications in domains covering areas such as control and scheduling. Emphasizing both the theoretical developments and the practical implementation of multiobjective evolutionary algorithms, a profound mathematical knowledge is not required. Written for a wide readership, engineers, researchers, senior undergraduates and graduate students interested in the field of evolutionary algorithms and multiobjective optimization with some basic knowledge of evolutionary computation will find this book a useful addition to their book case.

Feature

Evolutionary Multi Objective is an important area which is presently gaining considerable attention. There is a lack of books in the area. The book will be recommended for the authors' two computational intelligence courses (often with a total of over 150 students)

Description for Sales People

Evolutionary multiobjective optimization is currently gaining a lot of attention, particularly for researchers in the evolutionary computation communities. This monograph is suitable as a secondary text for graduate level computational intelligence courses, and as a reference for researchers, lecturers, and practitioners in industry.

Details ISBN1849969353 Author Eik Fun Khor Publisher Springer London Ltd Series Advanced Information and Knowledge Processing Year 2010 ISBN-10 1849969353 ISBN-13 9781849969352 Format Paperback Publication Date 2010-10-22 Imprint Springer London Ltd Place of Publication England Country of Publication United Kingdom DEWEY 004 Affiliation National University of Singapore, Singapore Edition 1st Short Title MULTIOBJECTIVE EVOLUTIONARY AL Language English Media Book Birth 1958 Pages 296 AU Release Date 2010-10-22 NZ Release Date 2010-10-22 UK Release Date 2010-10-22 Edition Description Softcover reprint of hardcover 1st ed. 2005 Alternative 9781852338367 Audience Professional & Vocational Illustrations X, 296 p. Country of Origin NL Product Class Description Mathematics
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