Multi-objective optimization in computational intelligence theory and practice /

Multi-objective optimization (MO) is a fast-developing field in computational intelligence research. Giving decision makers more options to choose from using some post-analysis preference information, there are a number of competitive MO techniques with an increasingly large number of MO real-world...

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Bibliographic Details
Corporate Author: IGI Global.
Other Authors: Alam, Sameer., Bui, Lam Thu.
Format: Electronic
Language:English
Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2008.
Subjects:
Online Access:View fulltext via EzAccess
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020 # # |a 1599045001 (ebook) 
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020 # # |z 1599044986 (hardcover) 
020 # # |z 9781599044989 (hardcover) 
020 # # |z 9781616926878 (pbk.) 
024 7 # |a 10.4018/978-1-59904-498-9  |2 doi 
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040 # # |a CaBNVSL  |c CaBNVSL  |d CaBNVSL 
050 # 4 |a Q342  |b .M85 2008e 
082 0 4 |a 519.6  |2 22 
245 0 0 |a Multi-objective optimization in computational intelligence  |b theory and practice /  |c Lam Thu Bui, Sameer Alam [editors].  |h [electronic resource] : 
260 # # |a Hershey, Pa. :  |b IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),  |c c2008. 
300 # # |a electronic texts (xix, 475 p. : ill.) :  |b digital files. 
504 # # |a Includes bibliographical references (p. 430-460) and index. 
505 0 # |a An Introduction to Multi-Objective Optimization / Lam Bui, Sameer Alam -- Multi-Objective Particles Swarm Optimization Approaches / Konstantinos Parsopoulos, Michael Vrahatis -- Generalized Differential Evolution for Constrained Multi-Objective Optimization / Saku Kukkonen, Jouni Lampinen -- Towards a More Efficient Multi-Objective Particle Swarm Optimizer / Luis Santana-Quintero, Noel Ramírez-Santiago, Carlos Coello Coello -- Multi-Objective Optimization Using Artificial Immune Systems / Licheng Jiao ... [et al.] -- Lexicographic Goal Programming and Assessment Tools for a Combinatorial Production Problem / Seamus McGovern, Surendra Gupta -- Evolutionary Population Dynamics and Multi-Objective Optimisation Problems / Andrew Lewis, Sanaz Mostaghim, Marcus Randall -- Multi-Objective Evolutionary Algorithms for Sensor Network Design / Ramesh Rajagopalan ... [et al.] -- Evolutionary Multi-Objective Optimization for DNA Sequence Design / Soo-Yong Shin, In-Hee Lee, Byoung-Tak Zhang -- Computational Intelligence to Speed-Up Multi-Objective Design Space Exploration of Embedded Systems / Giuseppe Ascia ... [et al.] -- Walking with EMO: Multi-Objective Robotics for Evolving Two, Four, and Six-Legged Locomotion / Jason Teo ... [et al.] -- Evolutionary Multi-Objective Optimization in Energy Conversion Systems / Andrea Toffolo -- Evolutionary Multi-Objective Optimization for Assignment Problems / Mark Kleeman, Gary Lamont -- Evolutionary Multi-Objective Optimization in Military Applications / Mark Kleeman, Gary Lamont. 
506 # # |a Restricted to subscribers or individual electronic text purchasers. 
520 3 # |a Multi-objective optimization (MO) is a fast-developing field in computational intelligence research. Giving decision makers more options to choose from using some post-analysis preference information, there are a number of competitive MO techniques with an increasingly large number of MO real-world applications. This book explores the theoretical, as well as empirical, performance of MOs on a wide range of optimization issues including combinatorial, real-valued, dynamic, and noisy problems. This book provides scholars, academics, and practitioners with a fundamental, comprehensive collection of research on multi-objective optimization techniques, applications, and practices. 
530 # # |a Also available in print. 
538 # # |a Mode of access: World Wide Web. 
588 # # |a Title from PDF t.p. (viewed on July 12, 2010). 
650 # 0 |a Computational intelligence. 
650 # 0 |a Evolutionary computation. 
650 # 0 |a Mathematical optimization. 
650 # 0 |a Artificial intelligence. 
653 # # |a Artificial immune systems 
653 # # |a Combinatorial optimization 
653 # # |a Differential evolution 
653 # # |a Evolutionary algorithms 
653 # # |a Evolutionary population dynamics 
653 # # |a Fundamentals of multi-objective optimization 
653 # # |a Lexicographic goal programming 
653 # # |a Multi-objective optimization and assignment problems 
653 # # |a Multi-objective optimization and bioinformatics 
653 # # |a Multi-objective optimization and design of energy systems 
653 # # |a Multi-objective optimization and embedded system design 
653 # # |a Multi-objective optimization and machine learning 
653 # # |a Multi-objective optimization and military applications 
653 # # |a Multi-objective optimization and network design 
653 # # |a Multi-objective optimization and robotics 
653 # # |a Multi-objective optimization for engineering and design 
653 # # |a Particle swarm optimization and swam intelligence 
653 # # |a Performance assessment techniques 
653 # # |a Scatter search and hybridization 
700 1 # |a Alam, Sameer. 
700 1 # |a Bui, Lam Thu. 
710 2 # |a IGI Global. 
776 0 # |c (Original)  |w (DLC) 2007040640  |z 9781599044989  |z 1599044986 
856 4 0 |u https://ezaccess.library.uitm.edu.my/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59904-498-9  |z View fulltext via EzAccess