Distributed BEAGLE: An Environment for Parallel and Distributed Evolutionary Computations

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@InProceedings{gagne:2003:HPCS,

• author = "Christian Gagne and Marc Parizeau and Marc Dubreuil",
• title = "Distributed BEAGLE: An Environment for Parallel and Distributed Evolutionary Computations",
• booktitle = "Procceedings of the 17th Annual International Symposium on High Performance Computing Systems and Applications (HPCS) 2003",
• year = "2003",
• address = "Sherbrooke, Quebec, Canada",
• month = may # " 11-14",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://vision.gel.ulaval.ca/~cgagne/pubs/hpcs03.pdf",
• URL = "http://vision.gel.ulaval.ca/fr/publications/Id_439/PublDetails.php",
• URL = "http://vision.gel.ulaval.ca/en/publications/Id_439/PublDetails.php",
• size = "8 pages",
• abstract = "Evolutionary computation is a promising artificial intelligence field involving the simulation of natural evolution to solve problems. Given its implicit parallelism and high computational requirements, evolutionary computation is the perfect candidate for high performance parallel computers. This paper presents Distributed BEAGLE, a new master-slave architecture for parallel and distributed evolutionary computations. It is designed as a robust, adaptive, and scalable system targeted for local networks of workstations and Beowulf clusters. Results obtained with a plausible deployment scenario demonstrate that system performance degrades gracefully when failures occurred, while still achieving near linear speedup in the ideal case.",

}

Genetic Programming entries for Christian Gagne Marc Parizeau Marc Dubreuil

Citations