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2015
ACM

A parallel genetic algorithms framework based on Hadoop MapReduce

3 years 5 months ago
A parallel genetic algorithms framework based on Hadoop MapReduce
This paper describes a framework for developing parallel Genetic Algorithms (GAs) on the Hadoop platform, following the paradigm of MapReduce. The framework allows developers to focus on the aspects of GA that are specific to the problem to be addressed. Using the framework a GA application has been devised to address the Feature Subset Selection problem. A preliminary performance analysis showed promising results. Categories and Subject Descriptors C.2.4 [Computer-communication Networks]: Dis
Filomena Ferrucci, Pasquale Salza, M. Tahar Kechad
Added 17 Apr 2016
Updated 17 Apr 2016
Type Journal
Year 2015
Where SAC
Authors Filomena Ferrucci, Pasquale Salza, M. Tahar Kechadi, Federica Sarro
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