Multi-objective optimization in computational intelligence theory and practice /

• 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: Computational intelligence.; Evolutionary computation.; Mathematical optimization.; Artificial intelligence.; Artificial immune systems; Combinatorial optimization; Differential evolution; Evolutionary algorithms; Evolutionary population dynamics; Fundamentals of multi-objective optimization; Lexicographic goal programming; Multi-objective optimization and assignment problems; Multi-objective optimization and bioinformatics; Multi-objective optimization and design of energy systems; Multi-objective optimization and embedded system design; Multi-objective optimization and machine learning; Multi-objective optimization and military applications; Multi-objective optimization and network design; Multi-objective optimization and robotics; Multi-objective optimization for engineering and design; Particle swarm optimization and swam intelligence; Performance assessment techniques; Scatter search and hybridization
• Online Access: View fulltext via EzAccess

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...

Table of Contents:

• 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.