| 用VC实现几种BP算法性能的比较与分析 |
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| 引用本文： | 陈春雁.用VC实现几种BP算法性能的比较与分析[J].电脑开发与应用,2005,18(7):45-46,49. |
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| 作者姓名： | 陈春雁 |
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| 作者单位： | 同济大学计算机系,上海,200433 |
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| 摘 要： | 为了求得在VC环境下几种改进BP算法中整体性能最优的一种BP算法,介绍了三种改进BP算法,并在一个用VC开发的仿真平台上对传统BP算法和三种改进算法的稳定性、收敛速度等性能进行了对比和分析。结果表明,基于权值变化量的迭代算法收敛速度最快,综合性能较优。仿真结果对实际工程应用中选择合适的BP训练法,有一定的指导意义。
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| 关 键 词： | 神经网络 权值调整 快速BP算法 性能 |
| 文章编号： | 1003-5850(2005)07-0045-03 |
Comparison and Analysis on Capabilities of Several Fast BP Algorithm Realized with Visual C+ + |
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| Chen chunyan.Comparison and Analysis on Capabilities of Several Fast BP Algorithm Realized with Visual C+ +[J].Computer Development & Applications,2005,18(7):45-46,49. |
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| Authors: | Chen chunyan |
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| Abstract: | In order to find BP algorithm that has the best synthesis performance among several fast BP algorithm by using VC IDE,this paper presents three fast BP algorithms,and the capablilities are contrasted via the emulator realized by VC.It is demonstrated that the fast BP algorithm based on iterative weight-change extent has the quickest convergence rate and better performance.The result has positive function in choosing the right BP algorithm applied to engineering application. |
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| Keywords: | neural network weights adjustment fast BP algorithm performance |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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