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Evolutionary Algorithms for Solving Multi-Objective Problems Carlos Coello Coello

Evolutionary Algorithms for Solving Multi-Objective Problems By Carlos Coello Coello

Evolutionary Algorithms for Solving Multi-Objective Problems by Carlos Coello Coello


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Summary

This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. The various features of multi-objective evolutionary algorithms are presented here in an innovative and student-friendly fashion, incorporating state-of-the-art research.

Evolutionary Algorithms for Solving Multi-Objective Problems Summary

Evolutionary Algorithms for Solving Multi-Objective Problems by Carlos Coello Coello

This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. The various features of multi-objective evolutionary algorithms are presented here in an innovative and student-friendly fashion, incorporating state-of-the-art research. The book disseminates the application of evolutionary algorithm techniques to a variety of practical problems. It contains exhaustive appendices, index and bibliography and links to a complete set of teaching tutorials, exercises and solutions.

Table of Contents

Basic Concepts.- MOP Evolutionary Algorithm Approaches.- MOEA Local Search and Coevolution.- MOEA Test Suites.- MOEA Testing and Analysis.- MOEA Theory and Issues.- Applications.- MOEA Parallelization.- Multi-Criteria Decision Making.- Alternative Metaheuristics.

Additional information

NPB9780387332543
9780387332543
0387332545
Evolutionary Algorithms for Solving Multi-Objective Problems by Carlos Coello Coello
New
Hardback
Springer-Verlag New York Inc.
2007-09-18
800
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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