| 改进的关联模式竞争求解算法 |
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| 引用本文： | 马存宝,裴林,李文娟,史浩山. 改进的关联模式竞争求解算法[J]. 计算机工程与应用, 2009, 45(4): 205-207. DOI: 10.3778/j.issn.1002-8331.2009.04.059 |
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| 作者姓名： | 马存宝 裴林 李文娟 史浩山 |
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| 作者单位： | 西北工业大学,航空学院,西安,710072;西北工业大学,电子信息学院,西安,710072 |
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| 摘 要： | 在利用概率因果网络模型进行故障诊断过程中，传统的计算方法不能直接得到诊断问题的解，且当故障节点较多或网络层次较多时，存在着“组合爆炸”、计算量呈指数速度增加等问题。本文提出了以因果网络理论为基础的关联模式竞争求解算法，并对该算法进行了改进。改进后的算法解决了多层次、多节点的复杂因果网络模型推理难题，降低了诊断复杂度。最后通过一个实例验证了此方法的优越性及工程实用性。
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| 关 键 词： | 因果网络 故障诊断 关联模式 |
| 收稿时间： | 2008-07-29 |
| 修稿时间： | 2008-11-3 |
Improved connectionist model resolving algorithm |
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| MA Cun-bao,PEI Lin,LI Wen-juan,SHI Hao-shan. Improved connectionist model resolving algorithm[J]. Computer Engineering and Applications, 2009, 45(4): 205-207. DOI: 10.3778/j.issn.1002-8331.2009.04.059 |
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| Authors: | MA Cun-bao PEI Lin LI Wen-juan SHI Hao-shan |
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| Affiliation: | 1.School of Aeronautics，Northwestern Polytechnical University，Xi’an 710072，China 2.School of Electronics and Information，Northwestern Polytechnical University，Xi’an 710072，China |
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| Abstract: | In the procedure of fault diagnosis by probabilistic causal network model,the solution of the diagnostic problem can not be directly gotten by the traditional reasoning algorithm,furthermore,multi-level,multi-node complicated causal network may lead to the problem of"combinatorial explosion"and the exponential increase in computational cost etc.The competition-based connectionist model reasoning algorithm based on probabilistic causal network is put forward and the algorithm is modified.The problem of multi... |
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| Keywords: | causal network fault diagnosis connectionist model |
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