Evolutionary Learning of Fuzzy rules: competition and cooperation

We discuss the problem of learning fuzzy rules using Evolutionary Learning techniques, such as Genetic Algorithms and Learning Classifier Systems.

[1]  D.E. Goldberg,et al.  Classifier Systems and Genetic Algorithms , 1989, Artif. Intell..

[2]  Marco Colombetti,et al.  Behavior analysis and training-a methodology for behavior engineering , 1996, IEEE Trans. Syst. Man Cybern. Part B.

[3]  C. L. Karr,et al.  Fuzzy control of pH using genetic algorithms , 1993, IEEE Trans. Fuzzy Syst..

[4]  John J. Grefenstette,et al.  The Evolution of Strategies for Multiagent Environments , 1992, Adapt. Behav..

[5]  David S. Feldman,et al.  Fuzzy Network Synthesis with Genetic Algorithms , 1993, ICGA.

[6]  Manuel Valenzuela-Rendón,et al.  The Fuzzy Classifier System: A Classifier System for Continuously Varying Variables , 1991, ICGA.

[7]  Constantin V. Negoita,et al.  On Fuzzy Systems , 1978 .

[8]  H. Takagi,et al.  Integrating Design Stages of Fuzzy Systems using Genetic Algorithms 1 , 1993 .

[9]  P. Y. Glorennec,et al.  Fuzzy Q-learning and dynamical fuzzy Q-learning , 1994, Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference.

[10]  Thomas G. Dietterich What is machine learning? , 2020, Archives of Disease in Childhood.

[11]  H. R. Berenji,et al.  Fuzzy Q-learning: a new approach for fuzzy dynamic programming , 1994, Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference.

[12]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[13]  Stewart W. Wilson Classifier Fitness Based on Accuracy , 1995, Evolutionary Computation.

[14]  Charles L. Karr,et al.  Improved Fuzzy Process Control of Spacecraft Autonomous Rendezvous Using a Genetic Algorithm , 1990, Other Conferences.

[15]  Andrea Bonarini,et al.  Extending Q-learning to Fuzzy Classifier Systems , 1995, AI*IA.

[16]  D. E. Goldberg,et al.  Genetic Algorithms in Search , 1989 .

[17]  Bart Kosko,et al.  Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence , 1991 .

[18]  Philip R. Thrift,et al.  Fuzzy Logic Synthesis with Genetic Algorithms , 1991, ICGA.

[19]  Dan Boneh,et al.  On genetic algorithms , 1995, COLT '95.

[20]  Alexandre Parodi,et al.  A New Approach to Fuzzy Classifier Systems , 1993, ICGA.

[21]  Stewart W. Wilson ZCS: A Zeroth Level Classifier System , 1994, Evolutionary Computation.

[22]  H. Nomura,et al.  A Self-Tuning Method of Fuzzy Reasoning By Genetic Algorithm , 1993 .

[23]  M.A. Lee,et al.  Integrating design stage of fuzzy systems using genetic algorithms , 1993, [Proceedings 1993] Second IEEE International Conference on Fuzzy Systems.

[24]  Stewart W. Wilson Knowledge Growth in an Artificial Animal , 1985, ICGA.