A Fuzzy Neural Network Model Based on Fuzzy Clustering and Its Applications

摘要：

Fuzzy neural network,which is based on fuzzytheory and BP neural network,plays an important rolein practical.But the difficulty is how to construct itsstructure model.In this paper,according to thehypostasis of hidden layer,a fuzzy neural networkmodel based on fuzzy clustering is brought forward,inwhich features of the samples are extracted and outputinformation is synthetically considered.And a satisfiedresult is reached in the application of oil-gasrecognition in Tarim Oilfield.

关键词： Fuzzy neural network Hydrocarbon reservoir recognition Fuzzy clustering Transitive closrue BP network

作者: Shui-Li Chen Guo-Long Chen Yong-Li Niu Guo-Rong Cai

作者单位: School of Science,Jimei University,Xiamen,Fjian Province,China,361021 College of Mathematics and Computer Science,Fuzhou University,Fuzhou,.China,350002,

会议类型: 国际会议

会议名称: 2008 3rd International Conference on Intelligent System and Knowledge Engineering(第三届智能系统与知识工程国际会议)(ISKE 2008)

会议地点: 厦门

会议语种:英文

页码: 137-140

在线出版日期: 2008-11-17（万方平台首次上网日期，不代表论文的发表时间）