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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 - Adaptation of expansion rate for real-coded crossovers

✍ Scribed by Akimoto, Youhei; Sakuma, Jun; Ono, Isao; Kobayashi, Shigenobu

Book ID
121377015
Publisher
ACM Press
Year
2009
Weight
823 KB
Category
Article
ISBN
1605583251

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[ACM Press the 11th Annual conference -
[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 πŸ“‚ Article πŸ“… 2009 πŸ› ACM Press βš– 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