Adaptive ε-ranking on mnk-landscapes

2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, MCDM 2009 - Proceedings

Volumn , Issue , 2009, Pages 104-111

  Aguirre, Hernan ^a   Tanaka, Kiyoshi ^a  

^a SHINSHU UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE METHODS; DOMINANCE REGIONS; EVOLUTIONARY OPTIMIZATION ALGORITHM; FINE GRAINS; NSGA-II; PARETO DOMINANCE; POPULATION SIZES; RANDOMIZED SAMPLING; RANKING METHODS;

ARTIFICIAL INTELLIGENCE; POPULATION STATISTICS;

DECISION MAKING;

EID: 67650554215     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MCDM.2009.4938835     Document Type: Conference Paper

References (16)

1. K. Deb, Multi-Objective Optimization using Evolutionary Algorithms, John Wiley & Sons, Chichester, West Sussex, England, 2001.
2. C. Coello, D. Van Veldhuizen, and G. Lament, Evolutionary Algorithms for Solving Multi-Objective Problems. Kluwer Academic Publishers, Boston, 2002.
3. R. C. Purshouse and P. J. Fleming, "Conflict, Harmony, and Independence: Relationships in Evolutionary Multi-criterion Optimization", Proc. 2nd Intl. Conf. on Evolutionary Multi-Criterion Optimization, LNCS (Springer), Vol. 2632, pp. 16-30, April 2003. (Pubitemid 36571484)
4. H. Aguirre and K. Tanaka, "Insights on Properties of Multiobjective MNK Landscapes'*, Proc. 2004 IEEE Congress on Evolutionary Computation, IEEE Service Center, pp. 196-203, 2004.
5. H. Aguirre and K. Tanaka, "Selection, Drift, Recombination, and Mutation in Multiobjective Evolutionary Algorithms on Scalable MNK-Landscapes", Proc. 3rd Intl. Conf. on Evolutionary Multi-Criterion Optimization, LNCS (Springer), vol. 3410, pp. 355-369, 2005. (Pubitemid 41251776)
6. E. J. Hughes, "Evolutionary Many-Objective Optimisation: Many Once or One Many?", Proc. 2005 IEEE Congress on Evolutionary Computation, IEEE Service Center, Vol.1, pp.222-227, September 2005. (Pubitemid 41495859)
7. H. Aguirre and K. Tanaka, "Working Principles, Behavior, and Performance of MOEAs on MNK-Landscapes", European Journal of Operational Research, Elsevier, vol. 181(3), pp. 1670-1690, Sep. 2007. (Pubitemid 46498553)
8. th Intl. Conf. on Evolutionary Multi-Criterion Optimization, LNCS (Springer), Vol.4403, pp,715-726,'2007. (Pubitemid 350270921)
9. th Intl. Conf. on Evolutionary Multi-Criterion Optimization, LNCS (Springer), Vol.4403, pp.742-756', 2007. (Pubitemid 350270923)
10. th Intl. Conf. on Simulated Evolution and Learning, LNCS (Springer), vol. 5361, pp. 421-431, 2008.
11. K. Deb, S. Agrawal, A. Pratap and T. Meyarivan, "A Fast Elitist Non-Dominated Sorting Genetic Algorithm for Multi-Objective Optimization: NSGA-II", KanGAL report 200001, 2000.
12. P. L. Yu, "Cone Convexity, Cone Extreme Points, and Nondominated Solutions in Decision Problems with Multiobjectives", Journal of Optimization Theory and Applications, vol.14, no.3, pp. 319-377, 1974.
13. M. Laumanns, L. Thiele, K. Deb and E. Zitzler, "Combining Convergence and Diversity in Evolutionary Multi-objective Optimization", Evolutionary Computation, Vol.10, No.3, pp.263-282, Fall 2002.
14. S. A. Kauffman, The Origins of Order: Self-Organization and Selection in Evolution, Oxford University Press, 1993.
15. E. Zitzler, Evolutionary Algorithms for Multiobjective Optimization: Methods and Applications, PhD thesis, Swiss Federal Institute of Technology, Zurich, 1999.
16. C. Fonseca, L. Paquete, and M. Lopez-Ibanez, "An Improved Dimension-sweep Algorithm for the Hypervolume Indicator", Proc. 2006 IEEE Congress on Evolutionary Computation, IEEE Service Center, pp.1157-1163, 2006 (Pubitemid 47130629)