The Parallel Drifts of Genetic Algorithms

Tong Cheng GUO;Chun Di MU

Systems Engineering - Theory & Practice ›› 2002, Vol. 22 ›› Issue (2) : 15-23.

PDF(211 KB)
PDF(211 KB)
Systems Engineering - Theory & Practice ›› 2002, Vol. 22 ›› Issue (2) : 15-23. DOI: 10.12011/1000-6788(2002)2-15
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The Parallel Drifts of Genetic Algorithms

  • Tong Cheng GUO,Chun Di MU
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Abstract

The parallel GAs (PGAs) combine the high-speed parallel-ability of supercomputers with the inherent parallelity of GAs, and improve greatly the efficiency and accuracy of GAs. Among the master-slave, fine-grained and coarse grained parallel avenues, the coarse-grained model is most widely used for its little communication overhead and its diversifying of the population. In this paper, the schema theory and the model based on the limit Markov chain are generalized, the previous analysis and implementation o...

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genetic algorithms / parallel computation / coarse grain / limit Markov chain

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Tong Cheng GUO , Chun Di MU. The Parallel Drifts of Genetic Algorithms. Systems Engineering - Theory & Practice, 2002, 22(2): 15-23 https://doi.org/10.12011/1000-6788(2002)2-15
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