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Author:

毛剑英 (毛剑英.) | 何先莉 (何先莉.)

Indexed by:

CQVIP PKU CSCD

Abstract:

讨论了人工神经网络中最常用的多层前馈网络(BP网络)及误差反向传播算法应用于化学和环境科学时要考虑的几个问题:网络的输入与数据的归一化;隐含层数、隐含层节数和学习速率;训练集与监控集;网络误差;初始权重.

Keyword:

化学 人工神经网络 环境科学 BP网络 应用

Author Community:

  • [ 1 ] [毛剑英]北京工业大学
  • [ 2 ] [何先莉]北京工业大学

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Source :

中国环境监测

ISSN: 1002-6002

Year: 2001

Issue: 5

Volume: 17

Page: 48-50

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count: 16

Chinese Cited Count:

30 Days PV: 12

Affiliated Colleges:

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