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首页> 外文会议>2011 International Conference on Mechatronic Science, Electric Engineering and Computer >Research on vendor selection in serviced-oriented manufacturing enterprises based on FWNN
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Research on vendor selection in serviced-oriented manufacturing enterprises based on FWNN

机译：基于FWNN的服务型制造企业供应商选择研究。

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To cope with complexity and new demands for vendor selection in service-oriented manufacturing enterprises, a strategy for vendor selection applying FWNN (fuzzy wavelet neural network) was presented in this paper. The strategy, which combines fuzzy theory with artificial neural network effectively, consists of two parts. The first part makes full use of fuzzy system, with strong competency in knowledge representation, to convert fuzzy input parameters into crisp parameters. And the artificial neural network was applied to overcome adverse effects resulting from vendor selection of non-liner and dynamic property in the second part. In addition, the simulation was made to check the performance of the algorithm based on FWNN. The simulation results indicate that this method can implement real-time dynamic evaluation and rapid selection under the service-oriented manufacturing environment.
机译：为了应对面向服务的制造企业的复杂性和对供应商选择的新要求，提出了一种应用FWNN（模糊小波神经网络）的供应商选择策略。该策略有效地将模糊理论与人工神经网络相结合，分为两部分。第一部分充分利用模糊系统，将其具有强大的知识表示能力，将模糊输入参数转换为清晰的参数。在第二部分中，应用人工神经网络克服了供应商选择非线性和动态特性所带来的不利影响。此外，进行了仿真以检查基于FWNN的算法的性能。仿真结果表明，该方法可以在面向服务的制造环境下实现实时动态评估和快速选择。

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