Applications of Multi-objective Evolutionary Algorithms

Front Cover
World Scientific, 2004 - Computers - 761 pages
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.
 

What people are saying - Write a review

We haven't found any reviews in the usual places.

Contents

An Introduction to MultiObjective Evolutionary
1
Applications of MultiObjective Evolutionary
29
References
52
Heating of a NonFerromagnetic Strip
69
A Case Study
79
References
98
Acknowledgements
122
Automatic Control System Design via
155
On Machine Learning with Multiobjective
393
A Method
427
MultiObjective Evolutionary Algorithms
451
Design of Fluid Power System Using a Multi
483
Elimination of Exceptional Elements in Cellular
505
SingleObjective and MultiObjective Evolutionary
529
Evolutionary Operators Based on Elite Solutions
555
MultiObjective Rectangular Packing Problem
581

References
174
The Use of Evolutionary Algorithms to Solve
177
Acknowledgments
197
Optimization Problem with Constraints
215
A MultiObjective Evolutionary Algorithm for
247
A Computer Engineering Benchmark
269
Multiobjective Aerodynamic Design
295
Applications of a MultiObjective Genetic
317
MultiObjective Spectroscopic Data Analysis
341
Application of Multiobjective Evolutionary
365
MultiObjective Algorithms for Attribute Selection
603
Financial Applications of MultiObjective
627
Evolutionary MultiObjective Optimization
653
Optimizing Forecast Model Complexity Using
675
Even Flow Scheduling Problems in Forest Management
701
Objective Genetic Algorithm
716
Using Diversity to Guide the Search
727
Index
753
Copyright

Other editions - View all

Common terms and phrases

Bibliographic information