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tan kay chen; khor eik fun; lee tong heng - multiobjective evolutionary algorithms and applications

Multiobjective Evolutionary Algorithms and Applications

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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 10/2010
Edizione: Softcover reprint of hardcover 1st ed. 2005





Trama

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.





Sommario

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.










Altre Informazioni

ISBN:

9781849969352

Condizione: Nuovo
Collana: Advanced Information and Knowledge Processing
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:X, 296 p.
Pagine Arabe: 296
Pagine Romane: x


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