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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 - Some techniques to deal with many-objective problems

✍ Scribed by López Jaimes, Antonio; Coello Coello, Carlos A.

Book ID
121655494
Publisher
ACM Press
Year
2009
Weight
355 KB
Category
Article
ISBN
160558505X

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[ACM Press the 11th Annual conference - Montreal, Québec, Canada (2009.07.08-2009.07.12)] Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09 - MOCEA
✍ Tapia, Jose Juan; Vallejo, Edgar E.; Morett, Enrique 📂 Article 📅 2009 🏛 ACM Press ⚖ 264 KB

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