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- W195307660 abstract "This paper introduces a distributed parallel implementation of GP (Genetic Programming), DGP. We implemented our DGP on the parallel system AP-1000+ of Fujitsu, which consisting of 32 processors. Several experimental results are shown comparing three architectures of DGP, i.e. the ring type, the one-way torus, and the two-way torus. We provide evidence for the effectiveness of our DGP by comparative experiments with the partitioned GP, i.e. a DGP without migration, and the canonical GP. In order to analyze the performance, we discuss the change of the structural diversity with generations for solving the deceptive problem." @default.
- W195307660 created "2016-06-24" @default.
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- W195307660 date "1996-01-01" @default.
- W195307660 modified "2023-09-25" @default.
- W195307660 title "Distributed Genetic Programming- Empirical Study and Analysis" @default.
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- W195307660 doi "https://doi.org/10.7551/mitpress/3242.003.0049" @default.
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