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Abstract: This paper investigates a new technique for the solving of multimodal problems using genetic algorithms (GAs). The proposed technique, Restricted Tournament Selection, is based on the paradigm of local competition. The paper begins by discussing some of the drawbacks of using current multimodal techniques. The paper then presents the new technique along with an analysis of a class of sets of solutions it preserves and locates. This presentation researches the new technique's restriction on... (Update)
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BibTeX entry: (Update)
Harik, G. R. (1995). Finding multimodal solutions using restricted tournament selection. http://citeseer.ist.psu.edu/harik95finding.html More
@inproceedings{ harik95finding,
author = "Georges R. Harik",
title = "Finding Multimodal Solutions Using Restricted Tournament Selection",
booktitle = "Proceedings of the Sixth International Conference on Genetic Algorithms",
publisher = "Morgan Kaufmann",
address = "San Francisco, CA",
editor = "Larry Eshelman",
pages = "24--31",
year = "1995",
url = "citeseer.ist.psu.edu/harik95finding.html" }
Citations (may not include all citations):1931 Adaptation in Natural and Artificial Systems (context) - Holland - 1975
209 Genetic algorithms with sharing for multimodal function opti.. (context) - Goldberg, Richardson - 1987
192 An analysis of the behavior of a class of genetic adaptive s.. (context) - De Jong - 1975
159 A comparative analysis of selection schemes used in genetic .. (context) - Goldberg, Deb - 1991
129 Messy genetic algorithms: Motivation (context) - Goldberg, Korb et al. - 1989
43 Messy genetic algorithms revisited: Studies in mixed size an.. (context) - Goldberg, Deb et al. - 1990
36 Crowding and preselection revisited - Mahfoud - 1992
34 Genetic algorithms in multimodal function optimization (context) - Deb - 1989
21 An analysis of a reordering operator on a GA-hard problem (context) - Goldberg, Bridges - 1990
13 and genetic algorithms (context) - Goldberg, Deb et al. - 1992
5 Finding multiple solutions in problems of bounded difficulty - Harik - 1994
4 New York: Wiley (context) - Rekalitis, Ravindran et al. - 1983
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://fermivista.math.jussieu.fr/ftp/gal4.ge.uiuc.edu.html): More
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