9781849969352: Multiobjective Evolutionary Algorithms and Applications

Sinossi

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.

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Contenuti

Preface Introduction Review of MOEAs Conceptual Framework and Distribution Preservation Mechanisms for MOEAs Dynamic Population Size and Local Exploration for MOEAs A Distributed Cooperative Co-evolutionary 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 for Multivariable QFT Control System Evolutionary Design of a HDD Control System Evolutionary Scheduling - VRPTW Evolutionary Scheduling - TTVRP Bibliography Index

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9781852338367: Multiobjective Evolutionary Algorithms And Applications

Edizione in evidenza

ISBN 10:  1852338369 ISBN 13:  9781852338367
Casa editrice: Springer-Verlag New York Inc, 2005
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