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High performance parallel evolutionary algorithm model based on MapReduce framework

Published in International Journal of Computer Applications in Technology • Jan 1, 2013
NobleIDNI2P91W20R22S03
Authors:
Xin Du
,
Youcong Ni
,
Zhiqiang Yao

Abstract

Evolutionary algorithms (EAs) are increasingly being applied to large-scale problems. MapReduce is a powerful abstraction proposed by Google for making scalable and fault tolerant applications. However, how to design high performance parallel EA based on MapReduce (MR-PEA) is still an open problem. ...

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