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基于模糊C均值聚类算法的时序自动机模型
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作者 魏秀娟 房亮 《电子技术与软件工程》 2020年第23期149-150,共2页
本文在模糊数据关联问题的研究上,提出了基于模糊C均值聚类算法的时序自动机模型。为了保留关联的不确定性,需要对时序自动机状态转移的唯一性进行扩展,将所有有可能的观测与目标进行关联,并将综合模糊隶属度作为不同关联后继的"... 本文在模糊数据关联问题的研究上,提出了基于模糊C均值聚类算法的时序自动机模型。为了保留关联的不确定性,需要对时序自动机状态转移的唯一性进行扩展,将所有有可能的观测与目标进行关联,并将综合模糊隶属度作为不同关联后继的"可能程度"。该模型给出模糊数据关联问题形式化的描述,航迹问题也因此可转化为模糊自动机语言的问题进行讨论。 展开更多
关键词 数据关联 时序自动机 模糊综合隶属度 模糊聚类中心
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Variable sets method for urban flood vulnerability assessment 被引量:11
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作者 CHEN ShouYu XUE ZhiChun +1 位作者 LI Min ZHU XuePing 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第12期3129-3136,共8页
On the basis of dialectics basic laws and mathematical theorems of variable sets,this paper proposes a variable sets method for urban flood vulnerability assessment.In this method,the comprehensive relative membership... On the basis of dialectics basic laws and mathematical theorems of variable sets,this paper proposes a variable sets method for urban flood vulnerability assessment.In this method,the comprehensive relative membership degree of multi-indices is represented by an index relative difference degree,which follows the characteristics of dialectical philosophy and mathematics.According to the quality-quantity exchange theorem,the relative difference degree of two adjacent levels(h and h+1),whose index standard interval values cross the boundaries,equals 0 in the urban flood vulnerability assessment.On the basis of the opposite unity theorem,the sum of relative membership degrees should be equal to 1 when indices lie in the adjacent degrees h and h+1.The variable sets method is proved to be theoretically rigorous and computationally simple.This paper takes 29 cities of Hunan province as an example to assess the urban flood vulnerability,and then compares the results from this newly developed method with the assessment results obtained from the fuzzy comprehensive evaluation and fuzzy set pair analysis methods. 展开更多
关键词 variable sets urban flood VULNERABILITY ASSESSMENT
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