摘要
概述Mamdani型和T-S型模糊系统作为通用逼近器的性能及影响因素,讨论改进其结构参数的新方法,总结近年来的相关研究进展情况。针对"维数灾难"问题,分析递阶分层模糊系统和二型模糊系统对此问题的研究思路和最新进展,并分析模糊系统研究的热点问题及研究发展方向和趋势。
This paper summarizes the related research over the past decade about Mamdani and T-S fuzzy systems, performance factors especially the performance of them used as universal and optimal way of the universal approximator are approximator. The discussed. For the dimensionality-caused catastrophe, hierarchical fuzzy systems and type-2 fuzzy systems are analyzed as new approaches, and the latest achievements are also presented. In the end, the difficulties and its future development of fuzzy systems are discussed.
出处
《西安邮电大学学报》
2015年第1期1-8,共8页
Journal of Xi’an University of Posts and Telecommunications
基金
国家自然科学基金资助项目(61305098)
