Applications of Multi-Objective Evolutionary Algorithms

Abstract
This book presents an extensive variety of multi-objective problems across diverse disciplines, along with statistical solutions using multi-objective evolutionary algorithms (MOEAs). The topics discussed serve to promote a wider understanding as well as the use of MOEAs, the aim being to find good solutions for high-dimensional real-world design applications. The book contains a large collection of MOEA applications from many researchers, and thus provides the practitioner with detailed algorithmic direction to achieve good results in their selected problem domain. Sample Chapter(s) Chapter 1: An Introduction to Multi-Objective Evolutionary Algorithms and Their Applications (1,079 KB) Contents: An Introduction to Multi-Objective Evolutionary Algorithms and Their Applications Optimal Design of Industrial Electromagnetic Devices: A Multiobjective Evolutionary Approach Using a Particle Swarm Optimizer with a Multi-Objective Selection Scheme to Design Combinational Logic Circuits Automatic Control System Design via a Multiobjective Evolutionary Algorithm Evolutionary Multi-Objective Optimization of Trusses A Multi-Objective Evolutionary Algorithm for the Covering Tour Problem Multiobjective Aerodynamic Design and Visualization of Supersonic Wings by Using Adaptive Range Multiobjective Genetic Algorithms Mutli-Objective Spectroscopic Data Analysis of Inertial Confinement Fusion Implosion Cores: Plasma Gradient Determination On Machine Learning with Multiobjective Genetic Optimization and other papers Readership: Undergraduates, graduate students, researchers, academics, practitioners and professionals interested in evolutionary algorithms. Detailed MOEA applications discussed by international expertsState-of-the-art practical insights in tackling statistical optimization with MOEAsA unique monograph covering a wide spectrum of real-world applicationsStep-by-step discussion of MOEA applications in a variety of domains -->Keywords: Evolutionary Multiobjective Optimization; Multi-Objective Optimization; Pareto Optimization; Optimization; --> Added ebook on 24/01/2006 Updated ebook price on 11/09/2006 Updated price on 30/06/2008 -->