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[ACM Press the 11th annual conference companion - Montreal, Québec, Canada (2009.07.08-2009.07.12)] Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference - GECCO '09 - Improving NSGA-II with an adaptive mutation operator

✍ Scribed by Carvalho, Arthur Gonçalves; Araujo, Aluizio F.R.

Book ID
121825408
Publisher
ACM Press
Year
2009
Weight
470 KB
Category
Article
ISBN
160558505X

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This paper explores the capabilities of multi-objective genetic algorithms to cluster genomic data. We used multiple objective functions not only to further expand the clustering abilities of the algorithm, but also to give more biological significance to the results. Particularly, we grouped a larg