多对象多指标多级别模糊模式识别模型的构建
多对象多指标多级别模糊模式识别模型的构建
摘要:首先文中给出对象指标相对隶属度矩阵和标准指标值相对隶属度矩阵的建立方法;其次提出如何构建一种新的模糊模式识别模型;再次研究权重的确定以及对象级别的模糊识别的原则;最后系统分析模糊模式识别模型与模糊优选模型、模糊聚类模型之间的关系。
关键词:相对隶属度;模糊模式识别模型;广义距离;最大隶属原则;模糊优选模型;模糊聚类模型
Construction of the Multi-target Multi-index Multilevel Fuzzy Identification Model
ZHAO Song-shan BAI Xue-mei
Abstract: First, this paper provides the way of constructing the relative degree of membership matrix of targeting index. Second, it advances how to construct a new fuzzy identification model. Third, it investigates the identification of weights and the fuzzy identification of the level of targets. Finally, this paper systematically analyzes the relationship among the fuzzy identification model, fuzzy optimized model and fuzzy clustering model.
Key words: relative degree of membership; fuzzy identification model; generalized distance; maximum membership rule; fuzzy optimized model; fuzzy clustering model.
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