Multimodal optimization using crowding-based differential evolution

Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004

Volumn 2, Issue , 2004, Pages 1382-1389

  Thomsen, René ^a  

^a AARHUS UNIVERSITY   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

DIFFERENTIAL EVOLUTION; LOCAL OPTIMA; MULTIMODAL OPTIMIZATION; REPLACEMENT ERRORS;

DIFFERENTIAL EQUATIONS; EVOLUTIONARY ALGORITHMS; HEURISTIC METHODS; MODAL ANALYSIS; OPTIMIZATION; PROBLEM SOLVING;

COMPUTER SCIENCE;

EID: 4344598796     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. M. Bessaou, A. Pétrowski, and P. Siarry. Island model cooperating with speciation for multimodal optimization. In M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J. J. Merelo, and H.-P. Schwefel, editors, Proceedings of the Sixth International Conference on Parallel Problem Solving from Nature - PPSN VI, pp. 437-446. Springer-Verlag, 2000.
2. R. Brits, A. P. Engelbrecht, and F. van den Bergh. A niching particle swarm optimizer. In L. Wang, K. C. Tan, T. Furuhashi, J.-H. Kim, and X. Yao, editors, Proceedings of the Fourth Asia-Pacific Conference on Simulated Evolution and Learning, Vol. 2, pp. 692-696. Springer-Verlag, 2002.
3. K. A. De Jong. An Analysis of the Behavior of a Class of Genetic Adaptive Systems. PhD thesis, University of Michigan, 1975.
4. J. Gan and K. Warwick. Dynamic niche clustering: A fuzzy variable radius niching technique for multimodal optimisation in GAs. In Proceedings of the 2001 Congress on Evolutionary Computation, Vol. 1, pp. 215-222. IEEE Press, 2001.
5. D. E. Goldberg and J. Richardson. Genetic algorithms with sharing for multimodal function optimization. In J. J. Grefenstette, editor, Proceedings of the Second International Conference on Genetic Algorithms, pp. 41-49. Lawrence Erlbaum Associates, 1987.
6. G. R. Harik. Finding multimodal solutions using restricted tournament selection. In L. J. Eskelman, editor, Proceedings of the Sixth International Conference on Genetic Algorithms, pp. 24-31. Morgan Kaufmann Publishers, 1995.
7. S. W. Mahfoud. Crowding and preselection revisited. In R. Männer and B. Manderick, editors, Proceedings of the Second International Conference on Parallel Problem Solving from Nature - PPSN II, pp. 27-36. Elsevier Science Publishers, 1992.
8. O. J. Mengshoel and D. E. Goldberg. Probabilistic crowding: Deterministic crowding with probabilisitic replacement. In W. Banzhaf, J. Daida, A. E. Eiben, M. H. Garzon, V. Honavar, M. Jakiela, and R. E. Smith, editors, Proceedings of the Genetic and Evolutionary Computation Conference, Vol. 1, pp. 409-416. Morgan Kaufmann Publishers, 1999.
9. Z. Michalewicz. Genetic Algorithms + Data Structures = Evolution Programs. Springer-Verlag, Berlin, 1992.
10. K. Price and R. Storn. Differential evolution: A simple evolution strategy for fast optimization. Dr. Dobb's Journal of Software Tools, Vol. 22, No. 4, pp. 18-24, 1997.
11. R. Storn and K. Price. Differential evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces. Technical report, International Computer Science Institute, Berkley, 1995.
12. R. Storn and K. Price. Differential evolution a simple and efficient heuristic for global optimisation over continuous spaces. Journal of Global Optimization, Vol. 11, pp. 341-359, 1997.
13. R. Thomsen. Flexible ligand docking using differential evolution. In Proceedings of the 2003 Congress on Evolutionary Computation, Vol. 4, pp. 2354-2361. IEEE Press, 2003.
14. R. K. Ursem. Multinational evolutionary algorithms. In Proceedings of the 1999 Congress of Evolutionary Computation, Vol. 3, pp. 1633-1640. IEEE Press, 1999.
15. R. K. Ursem and P. Vadstrup. Parameter identification of induction motors using differential evolution. In Proceedings of the 2003 Congress on Evolutionary Computation, Vol. 2, pp. 790-796. IEEE Press, 2003.
16. J.-P. Watson. A performance assessment of modern niching methods for parameter optimization problems. In W. Banzhaf, J. Daida, A. E. Eiben, M. H. Garzon, V. Honavar, M. Jakiela, and R. E. Smith, editors, Proceedings of the Genetic and Evolutionary Computation Conference, Vol. 1, pp. 702-709. Morgan Kaufmann Publishers, 1999.