| 神经网络和专家系统相结合的综合决策系统结构 |
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| 引用本文： | 施平安,吴唏.神经网络和专家系统相结合的综合决策系统结构[J].广州航海高等专科学校学报,2006,14(1):29-32. |
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| 作者姓名： | 施平安 吴唏 |
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| 作者单位： | 海军兵种指挥学院一系,广东,广州,510431 |
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| 摘 要： | 通过神经网络知识获取模型,将神经网络的自适应学习能力和专家系统的解释能力综合在一起,提出一种将神经网络和专家系统结合在一起的综合决策系统.一方面,该综合决策系统应用神经网络的自适应学习功能解决了专家系统在知识获取方面存在的"瓶颈"问题;另一方面,运用专家系统的解释能力解决了神经网络的"黑箱"问题.
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| 关 键 词： | 神经网络 专家系统 规则抽取 综合决策系统 |
| 文章编号： | 1009-8526(2006)01-0029-04 |
| 收稿时间： | 04 10 2006 12:00AM |
| 修稿时间： | 2006年4月10日 |
A NEW ARCHITECTURE FOR HYBRID EXPERT SYSTEM BASED UPON NEURAL NETWORK |
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| SHI Ping-an,WU Xi.A NEW ARCHITECTURE FOR HYBRID EXPERT SYSTEM BASED UPON NEURAL NETWORK[J].Journal of Guangzhou Maritime College,2006,14(1):29-32. |
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| Authors: | SHI Ping-an WU Xi |
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| Institution: | No. 1 Division, Navy Arms Commanding Academy, Guangzhou 510431, China |
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| Abstract: | Based upon neural network knowledge acquisition model,a hybrid expert system based upon neural network is presented,which integrates neural network's adaptive learning capability and expert system's explanation capability.Thus,the hybrid system eliminate not only the "bottleneck" of expert system in knowledge acquisition by the application of the adaptive learning ability of neural network,but also the "black box" problem of neural network in problem solving by the application of explanation capability of expert system. |
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| Keywords: | neural network expert system rule extraction hybrid system |
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