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International Journal of Soft Computing

ISSN: Online
ISSN: Print 1816-9503
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Fuzzy Clustering Based Parallel Cultural Algorithm

Jihane Alami , L. Benameur and Imrani
Page: 562-571 | Received 21 Sep 2022, Published online: 21 Sep 2022

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https://doi.org/10.36478/ijscomp.2007.562.571

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Abstract

This study presents a new method, which combines cultural algorithms and a fuzzy clustering technique to improve the performance of cultural algorithms in multimodal optimization. Based on the metaphor of social environment principles, this model promotes the formation and maintenance of populations and implements the concept of cultural exchanges among them. Computer simulations show good performance for several multimodal test functions.

How to cite this article:

Jihane Alami , L. Benameur and Imrani . Fuzzy Clustering Based Parallel Cultural Algorithm.
DOI: https://doi.org/10.36478/ijscomp.2007.562.571
URL: https://www.makhillpublications.co/view-article/1816-9503/ijscomp.2007.562.571