Crossing unordered sets of rules in evolutionary fuzzy controllers

International Journal of Intelligent Systems

Volumn 13, Issue 10-11, 1998, Pages 993-1010

  Magdalena, Luis ^a  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION TABLES; KNOWLEDGE BASED SYSTEMS; KNOWLEDGE REPRESENTATION; MATHEMATICAL OPERATORS;

CROSSOVER OPERATOR;

FUZZY CONTROL;

EID: 0032187563     PISSN: 08848173     EISSN: None     Source Type: Journal    
DOI: 10.1002/(sici)1098-111x(199810/11)13:10/11<993::aid-int7>3.0.co;2-u     Document Type: Article

References (15)

1. M.G. Cooper and J.J. Vidai, "Genetic design of fuzzy controllers," in Proc. 2nd Int. Conf. on Fuzzy Theory and Technology, October 1993.
2. O. Cordon and F. Herrera, "A three-stage evolutionary process for learning descriptive and approximative fuzzy logic controller knowledge bases from examples," Int. J. Approximate Reasoning, 17, 369-407 (1997).
3. A. González and R. Pérez, "Completeness and consistency conditions for learning fuzzy rules," Fuzzy Sets and Systems, 96, 37-51 (1998).
4. A. González and R, Pérez, "Slave: A genetic learning system based on an iterative approach," submitted for publication.
5. F. Herrera and L. Magdalena, "Genetic fuzzy systems." Tatra Mountains Math Publ., 13, 93-121 (1997); "Lecture notes of the tutorial: Genetic fuzzy systems," 7th IFSA World Congress (FSA97), Prague, June 1997.
6. F. Herrera and L. Magdalena, "Genetic fuzzy systems." Tatra Mountains Math Publ., 13, 93-121 (1997); "Lecture notes of the tutorial: Genetic fuzzy systems," 7th IFSA World Congress (FSA97), Prague, June 1997.
7. C.C. Lee, "Fuzzy logic in control systems: Fuzzy logic controller - Parts I and II," IEEE Trans. Systems, Man Cybernetics, 20, 404-435 (1990).
8. J. Liska and S. Melsheimer, "Complete design of fuzzy logic systems using genetic algorithms," Proc. 3rd IEEE Int. Conf. on Fuzzy Systems (FUZZ-IEEE'94), June 1994, Vol. II, pp. 1377-1382.
9. L. Magdalena, "Estudio de la coordinación inteligente en robots bípedos: Aplicación de lógica borrosa y algoritmos genéticos," Doctoral dissertation, Universidad Politécnica de Madrid, 1994.
10. L. Magdalena, "Adapting gain of FLCs with genetic algorithms," Int. J. Approximate Reasoning, 17, 327-349 (1997).
11. L. Magdalena and F. Monasterio, "A fuzzy logic controller with learning through the evolution of its knowledge base," Int. J. Approximate Reasoning, 16, 335-358 (1997).
12. L. Magdalena and J.R. Velasco, "Evolutionary based learning of fuzzy controllers," in Fuzzy Evolutionary Computation, W. Pedrycz, Kluwer Academic, Dordrecht, 1997, Chap. 2.8, pp. 249-268.
13. Z. Michalewicz, Genetic Algorithms + Data Structures = Evolution Programs, 2nd ed. (extended), Springer-Verlag, Berlin, 1994.
14. R.S. Michalski, "Theory and methodology of inductive learning," in Machine Learning: An Artificial Intelligence Approach, R.S. Michalski, J.G. Carbonell, and T.M. Mitchel, Eds., Morgan Kaufmann, San Mateo, CA, 1983, pp. 83-134.
15. P. Thrift, "Fuzzy logic synthesis with genetic algorithms," Proc. 4th Int. Conf. on Genetic Algorithms, Morgan Kaufmann, San Mateo, CA, 1991, pp. 509-513.