Multi-Objective Optimization in Computational Intelligence

Theory and Practice

By: Lam Thu Bui (Editor), Sameer Alam (Editor)

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Hardcover | 31 May 2008

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496 Pages

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27.94 x 21.59 x 2.69

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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. ""Multi-Objective Optimization in Computational Intelligence: Theory and Practice"" 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.

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An Introduction to Multi-objective Optimization
Multi-objective Particle Swarm Optimization Approaches
Generalized Differential Evolution for Constrained Multi-objective Optimization
Towards a More Efficient Multi-Objective Particle Swarm Optimizer
Multi-Objective Optimization Using Artificial Immune Systems
Lexicographic Goal Programming and Assessment Tools for a Combinatorial Production Problem
Evolutionary Population Dynamics and Multi-Objective Optimisation Problems
Multi-Objective Evolutionary Algorithms for Sensor Network Design
Evolutionary Multi-Objective Optimization for DNA Sequence Design
Computational Intelligence to Speed-Up Multi-Objective Design Space Exploration of Embedded Systems
Walking with EMO: Multi-Objective Robotics for Evolving Two, Four and Six-Legged Locomotion
Evolutionary multi-objective optimization in energy conversion systems: from component detail to system configuration
Evolutionary Multiobjective Optimization for Assignment Problems
Evolutionary Multiobjective Optimization in Military Applications
Table of Contents provided by Blackwell. All Rights Reserved.

Multi-Objective Optimization in Computational Intelligence

Theory and Practice

At a Glance

Hardcover

Shipping

How to return your order

Defective items

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