Topic
Fuzzy associative matrix
About: Fuzzy associative matrix is a research topic. Over the lifetime, 8027 publications have been published within this topic receiving 194790 citations.
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TL;DR: The NetFAN-approach (Network of Fuzzy Adaptive Nodes) combines decomposition with learning in order to apply fuzzy techniques to more complex applications and demonstrates the applicability and benefits of this type of hierarchical decomposition.
51 citations
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08 Mar 1992TL;DR: The authors consider a fuzzy controller that processes fuzzy information, with fuzzy inputs for error and change in error, using a max-min neural network and a new learning algorithm, a modified delta rule, is derived.
Abstract: The authors consider a fuzzy controller that processes fuzzy information. They discuss the model of the fuzzy controller, with fuzzy inputs for error and change in error, using a max-min neural network. A new learning algorithm, a modified delta rule, is derived. The generalization property of the neural net can be used to find a controller output for new fuzzy values of error and change in error. An example is presented showing the applicability of the fuzzy neural controller. >
51 citations
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TL;DR: A state-feedback control criterion is proposed based on the Lyapunov stability theory, and a sufficient condition for synthesis is derived in terms of strict linear matrix inequalities, which eliminates the disadvantages in some existing results, such as same output matrices and the bilinear matrix inequality problem.
Abstract: In this paper, we consider the state-feedback and static output feedback control problems of continuous singular interval-valued Takagi–Sugeno fuzzy systems with mismatched membership functions. First, based on the Lyapunov stability theory, a state-feedback control criterion is proposed to guarantee the closed-loop system to be admissible. Second, the result is extended to the static output feedback control problem, and a sufficient condition for synthesis is derived in terms of strict linear matrix inequalities, which eliminates the disadvantages in some existing results, such as same output matrices and the bilinear matrix inequality problem. To obtain less conservative results, the information of mismatched membership functions is employed. Finally, numerical examples are given to illustrate the effectiveness of the proposed techniques.
51 citations
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TL;DR: F fuzzy reflexive, symmetric and transitive relations on fuzzy subsets are studied and the possible fuzzy partitioning of a fuzzy subset is investigated.
51 citations
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TL;DR: Experimental results have shown that the proposed scheme for fuzzification of the frame-to-frame property difference values using the Rayleigh distribution can detect changes reliably.
51 citations