Thursday, February 28, 2008

[paper] Multiobjective Optimization Tutorials

Multi-objective optimization using genetic algorithms: A tutorial

Recent Trends in Evolutionary Multiobjective Optimization

A Tutorial on Evolutionary Multiobjective Optimization

Evolutionary computation: A Natural Answer to Artificial Questions

What is an Evolutionary Algorithm? (Book Chapter)

Evolutionary Computation and Structural Design: a Survey of the State of the Art

130 Carlos A. Coello Coello. A Comprehensive Survey of
Evolutionary-Based Multiobjective Optimization Techniques, Knowledge and
Information Systems. An International Journal, 1(3):269-308, August 1999.

135 Carlos A. Coello Coello. An Updated Survey of GA-Based
Multiobjective Optimization Techniques
. ACM Computing Surveys,
32(2):109-143, June 2000.

39 Carlos A. Coello Coello. A Short Tutorial on Evolutionary
Multiobjective Optimization
. In Eckart Zitzler, Kalyanmoy Deb, Lothar
Thiele, Carlos A. Coello Coello, and David Corne, editors, First
International Conference on Evolutionary Multi-Criterion Optimization,
pages 21-40. Springer-Verlag. Lecture Notes in Computer Science No.
1993, 2001

============ MOO Trends ========
Carlos A. Coello Coello, 20 Years of Evolutionary Multi-Objective Optimization: What Has Been Done and What Remains to be Done, in Gary Y. Yen and David B. Fogel (editors), Computational Intelligence: Principles and Practice, Chapter 4, pp. 73--88, IEEE Computational Intelligence Society, 2006

An Introduction to Genetic Algorithms and Evolution Strategies

Simple Population Replacement Strategies for a Steady-State Multi-Objective Evolutionary Algorithm

43 Carlos A. Coello Coello. Recent Trends in Evolutionary Multiobjective
, in Ajith Abraham, Lakhmi Jain and Robert Goldberg
(editors), Evolutionary Multiobjective Optimization: Theoretical
Advances And Applications, pp. 7--32, Springer-Verlag, London, ISBN
1-85233-787-7, 2005 .

44 Carlos A. Coello Coello, Gregorio Toscano Pulido and Efrén Mezura
Montes. Current and Future Research Trends in Evolutionary
Multiobjective Optimization
, in Manuel Graña, Richard Duro, Alicia
d'Anjou and Paul P. Wang (editors), Information Processing with
Evolutionary Algorithms: From Industrial Applications to Academic
Speculations, pp. 213--231, Springer-Verlag, ISBN 1-8523-3866-0, 2005 .

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