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A Mechanism to Improve the Interpretability of Linguistic Fuzzy Systems with Adaptive Defuzzification based on the use of a Multi-objective Evolutionary Algorithm.

, , and . Int. J. Comput. Intell. Syst., 5 (2): 297-321 (2012)

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Parallel evolutionary multiobjective methodology for granularity and rule base learning in linguistic fuzzy systems., , , and . FUZZ-IEEE, page 1700-1705. IEEE, (2009)An efficient multi-objective evolutionary adaptive conjunction for high dimensional problems in linguistic fuzzy modelling., , and . FUZZ-IEEE, page 1-8. IEEE, (2012)Increasing fuzzy rules cooperation based on evolutionary adaptive inference systems., , , and . Int. J. Intell. Syst., 22 (9): 1035-1064 (2007)Evolutionary Design of Linguistic Fuzzy Regression Systems with Adaptive Defuzzification in Big Data Environments., , , and . Cogn. Comput., 11 (3): 388-399 (2019)Rule base and adaptive fuzzy operators cooperative learning of Mamdani fuzzy systems with multi-objective genetic algorithms., , and . Evol. Intell., 2 (1-2): 39-51 (2009)A Study on the Evolutionary Adaptive Defuzzification Methods in Fuzzy Modeling., , , and . Int. J. Hybrid Intell. Syst., 1 (1): 36-48 (2004)Cooperative Evolutionary Learning of Linguistic Fuzzy Rules and Parametric Aggregation Connectors for Mamdani Fuzzy Systems., , and . IEEE Trans. Fuzzy Syst., 15 (6): 1162-1178 (2007)A multi-objective evolutionary algorithm with an interpretability improvement mechanism for linguistic fuzzy systems with adaptive defuzzification., , and . FUZZ-IEEE, page 1-7. IEEE, (2010)A scalable evolutionary linguistic fuzzy system with adaptive defuzzification in big data., , and . FUZZ-IEEE, page 1-6. IEEE, (2017)Parallel Distributed Two-Level Evolutionary Multiobjective Methodology for Granularity Learning and Membership Functions Tuning in Linguistic Fuzzy Systems., , , and . ISDA, page 134-139. IEEE Computer Society, (2009)