| 一种用于能力评估的FOBP网络 |
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| 引用本文： | 韩朝超,黄树彩,武婧,张建伟.一种用于能力评估的FOBP网络[J].太原理工大学学报,2010,41(2). |
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| 作者姓名： | 韩朝超 黄树彩 武婧 张建伟 |
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| 作者单位： | 1. 空军工程大学导弹学院,陕西三原,713800
2. 西安建筑科技大学建筑学院,西安,710000 |
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| 摘 要： | 针对BP网络的Sigmoid激励函数本身没有物理意义,相应的网络学习训练完全是黑箱型方式,提出一种FOBP(fuzzy optimized Back propagation)网络,它采用一种模糊优选模型替代BP网络中的Sigmoid函数。同时,给出了网络训练的算法步骤,并给出了一个探测能力的网络训练实例。验证了网络的有效性,训练结果与已有文献的结论相同。
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| 关 键 词： | 能力评估 FOBP网络 多属性决策 capability evaluation?FOBP net |
A FOBP Net for Capability Evaluation |
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| HAN Zhao-chao,HUANG Shu-cai,WU Jing,ZHANG Jian-wei.A FOBP Net for Capability Evaluation[J].Journal of Taiyuan University of Technology,2010,41(2). |
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| Authors: | HAN Zhao-chao HUANG Shu-cai WU Jing ZHANG Jian-wei |
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| Abstract: | A fuzzy optimized back propagation(FOBP) net was proposed to address the disadvantage of traditional BP net: the sigmoid function of the traditional BP net itself has no physical meaning,and therefore the net training is black-box type,which leads to the difficulty in introducing experience to the net and displaying the training result in intellective style.A fuzzy optimized model was adopted in the FOBP net to replace the Sigmoid function of BP net,and the detailed arithmetic steps were given.A training ex... |
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| Keywords: | multi-attribute decision |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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