Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions
作者： Rafael Alcalá , Yusuke Nojima , Francisco Herrera , Hisao Ishibuchi
DOI: 10.1007/S00500-010-0671-2
关键词:
摘要: … candidate fuzzy classification rules using a preestablished granularity or multiple fuzzy partitions … Then, a multiobjective evolutionary algorithm is applied to perform fuzzy rule selection. …
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Interpretability issues in fuzzy modeling Springer. ,(2003) , 10.1007/978-3-540-37057-4
P.P. Bonissone, P.S. Khedkar, Y. Chen, Genetic algorithms for automated tuning of fuzzy controllers: a transportation application Proceedings of IEEE 5th International Fuzzy Systems. ,vol. 1, pp. 674- 680 ,(1996) , 10.1109/FUZZY.1996.551819
L. Zheng, A practical guide to tune of proportional and integral (PI) like fuzzy controllers ieee international conference on fuzzy systems. pp. 633- 640 ,(1992) , 10.1109/FUZZY.1992.258734
David A. Van Veldhuizen, Gary B. Lamont, Evolutionary algorithms for solving multi-objective problems ,(2002)
Heikki Mannila, A. Inkeri Verkamo, Ramakrishnan Srikant, Hannu Toivonen, Rakesh Agrawal, Fast discovery of association rules knowledge discovery and data mining. pp. 307- 328 ,(1996)
Janez Demšar, Statistical Comparisons of Classifiers over Multiple Data Sets Journal of Machine Learning Research. ,vol. 7, pp. 1- 30 ,(2006)
Larry J. Eshelman, J. David Schaffer, Real-Coded Genetic Algorithms and Interval-Schemata foundations of genetic algorithms. ,vol. 2, pp. 187- 202 ,(1993) , 10.1016/B978-0-08-094832-4.50018-0
Kalyanmoy Deb, Deb Kalyanmoy, Multi-Objective Optimization Using Evolutionary Algorithms ,(2001)
Oscar Cordón, Frank Hoffmann, Luis Magdalena, Francisco Herrera, Genetic Fuzzy Systems: Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases ,(2002)
Chuck Karr, Genetic algorithms for fuzzy controllers AI Expert archive. ,vol. 6, pp. 26- 33 ,(1991)