A New Method of Designing Artificial Neutral Network Based on Genetic Algorithm

Jian LUO;Jun Xiang LIU

Systems Engineering - Theory & Practice ›› 2001, Vol. 21 ›› Issue (10) : 42-46.

PDF(136 KB)
PDF(136 KB)
Systems Engineering - Theory & Practice ›› 2001, Vol. 21 ›› Issue (10) : 42-46. DOI: 10.12011/1000-6788(2001)10-42
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A New Method of Designing Artificial Neutral Network Based on Genetic Algorithm

  • Jian LUO,Jun Xiang LIU
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Abstract

Currently research on ANN(Artificial Neutral Network) is mainly focused on the initial weight and structure. It is a developing tendency to combine ANN with GA(Genetic Algorithm). Compared with general ANN design, this paper puts forward a new operator, BP operator, and optimizes the ANN's initial weights and structure at the same time. The result of the emulation is very reasonable.

Key words

ANN / GA / BP operator

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Jian LUO , Jun Xiang LIU. A New Method of Designing Artificial Neutral Network Based on Genetic Algorithm. Systems Engineering - Theory & Practice, 2001, 21(10): 42-46 https://doi.org/10.12011/1000-6788(2001)10-42
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