J4 ›› 2014, Vol. 27 ›› Issue (1): 68-72.doi: 10.3976/j.issn.1002-4026.2014.01.012
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DING Shuo, CHANG Xiao-Heng, WU Qing-Hui, YANG You-Lin
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Abstract:
We address numerical optimization improved BP neural network algorithms to compare their approximation capabilities. We establish three kinds of numerical optimization improved BP algorithms in MATLAB 7.0. Network training and simulation test are then performed for seven typical numerical optimization improved algorithms with nonlinear function approximation as an example. We compare the approximation performance of different numerical optimization in defferent environments.
Key words: numerical optimization, BP neural networks, approximation performance, comparative study
CLC Number:
TP391.9
DING Shuo, CHANG Xiao-Heng, WU Qing-Hui, YANG You-Lin. Comparative study of approximation performance of numerical optimization improved BP neural networks[J].J4, 2014, 27(1): 68-72.
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URL: https://www.sdkx.net/EN/10.3976/j.issn.1002-4026.2014.01.012
https://www.sdkx.net/EN/Y2014/V27/I1/68
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