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Sistemas de lógica difusa: fundamentos
Keywords:
Lógica difusa, Programas para computador (es)Fuzzy logic, Computer software (en)
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El propósito de este artículo es presentar los fundamentos de los sistemas de lógica difusa, partiendo de la teoría de conjuntos difusos, hasta la exposición preliminar de las estrategias de entrenamiento. Se presenta también una herramienta de software (UNFUZZY) desarrollada en el Departamento de Ingeniería Eléctrica de la Universidad Nacional de Colombia. El artículo está dirigido a ingenieros no conocedores del tema, y es de carácter divulgativo general.
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References
Álvarez, Hernán D. “Control difuso y sistemas de control inteligentes”, en: Memorias del Segundo Congreso de la Asociación Colombiana de Automática. Bucaramanga, Colombia, marzo de 1997. pp. 331-340.
Angasana, A. y Passino, K. “Distributed fuzzy control of flexible manufacturing systems”. IEEE Transactions on Control Systems Technology. Vol. 2, No.4, dic. 1994. pp. 423-435.
Antasklis, P.J. y Passino, K. “Introduction to intelligent control with high degrees of autonomy”, en: An Introduction to Intelligent Control and Autonomous Systems. Kluwer Academic Publishers, 1993. pp. 1-26.
Driankov, Dimiter et al. An Introduction to Fuzzy Control. Springer Verlag, Berlin. 1993.
Duarte, Óscar G. Unfuzzy. Software para el análisis, diseño, simulación e implementación de sistemas de lógica difusa. Tesis de Magister. Universidad Nacional de Colombia, Facultad de Ingeniería, Maestría en Automatización Industrial, Santa Fe de Bogotá. 1997.
Klir, George & Yuan, Bo. Fuzzy Sets and Fuzzy Logic. Prentice Hall, New Jersey. 1995.
Kwong, W. et al. “Expert supervision of fuzzy learning systems for fault tolerant aircraft control”. Proceedings of the IEEE. Vol. 83, No. 3, mar. 1995. pp 466-483.
Kwong, W. y Passino, K. “Dynamically focused fuzzy learning control”. IEEE Transactions on Systems, Man and Cybernetics - Part B: Cybernetics. Vol. 26, No.1, febrero 1996. pp 53-74.
Laukonen, E. y Passino, K. “Training fuzzy systems to perform estimation and identification”. Engng. Appl. Artif. Intel. Vol 8, No. 5, Elsevier Science Ltd. Gran Bretaña, pp. 449-514.
Laukonen, E. et al. “Fault detection and isolation for an experimental internal combustion engine via fuzzy identification”. IEEE Transactions on Control Systems Technology. Vol. 3, No. 3, septiembre 1995. pp. 347-355.
Layne, J. y Passino, K. “Fuzzy model reference learning control for cargo ship steering”. IEEE Control Systems Magazine. Vol. 13, No. 6, diciembre 1993. pp. 23-24,
Lee, Chuen Chien. “Fuzzy logic in control systems: fuzzy logic controller-part I. IEEE Transactions on Systems, Man, and Cybernetics. Vol. 20, No. 3, marzo/abril 1990. pp. 404-418.
____ “Fuzzy logic in control systems: fuzzy logic controller-part II”. IEEE Transactions on Systems, Man, and Cybernetics. Vol. 20, No. 3, marzo/abril 1990. pp. 419-435.
Lin, Chin-Teng y LEE, George. Neural Fuzzy Systems. A NeuroFuzzy Synergism to Intelligent Systems. Prentice Hall, 1996.
López, José F. et al. “Comparación entre sistemas difusos para el control de una banda transportadora dentro de un proceso de manufactura flexible” en: Memorias del Segundo Congreso de la Asociación Colombiana de Automática, Bucaramanga, Colombia, marzo de 1997. pp. 280-288.
Mendel, Jerry. “Fuzzy logic systems for engineering: a tutorial”. Proceedings of the IEEE. Vol. 83, No. 3, marzo 1995. pp. 345-377.
Meneses, Jorge E. et al. “Control fuzzy basado en microcontrolador aplicado a la operación de una válvula remota”, en: Memorias del Segundo Congreso de la Asociación Colombiana de Automática. Bucaramanga, Colombia, marzo de 1997. pp. 175-181.
Moudgal, V y Passino, K. “Rule-based control for a flexible-link robot”. IEEE Transactions on Control Systems Technology. Vol. 2, No. 4, diciembre 1994. pp. 392-405.
Ordoñez, R. et al. “Stable multiple-input multiple-output adaptive fuzzy control”, en: Proceedings of the 35th Conference on Decision and Control. Kobe, Japan, diciembre 1996. pp. 610-615.
Passino, Kevin. “Intelligent control”. The Control Handbook, IEEE. Pp. 994-1001.
____ “Fuzzy control”. The Control Handbook, IEEE. Pp. 1001-1017.
____ “Intelligent control for autonomous systems”. IEEE Spectrum. Junio 1995. pp. 55-62.
Passino, K. y Lunardhi, A. “Qualitative analysis of expert control systems”. Intelligent Control Systems: Theory and Applications. IEEE Press, N.Y. 1996.
Solano, Karim et al. “Controladores adaptables basados en mecanismos de inferencia difusa”, en: Memorias del Segundo Congreso de la Asociación Colombiana de Automática. Bucaramanga, Colombia, marzo de 1997. pp. 104-113.
Wang, Li-Xin. Adaptive Fuzzy Systems and Control. Design and Stability Analysis. Prentice Hall, New Jersey. 1994,
“Fuzzy systems are universal aproximator”. Proceedings of the IEEE International Conference on Fuzzy Systems. San Diego, California, 1992. pp. 1163-1170.
____ & Mendel, Jerry. “Back propagation fuzzy system as nonlinear dynamic systems identifiers”. Proceedings of the IEEE International Conference on Fuzzy Systems. San Diego, California, 1992. pp. 1409-1418.
____ Jerry. “Fuzzy basics functions, universal approximation, and orthogonal least-squares learning”. JEEE Transactions on Neural Networks. Vol. 3, No. 5, septiembre 1992. pp. 807-814.
“Generating fuzzy rules by learning from examples”. Proceedings of the IEEE 1991 International Symposium on Intelligent Control. August 13-15, Arlington, Virginia, U.S.A. pp. 263-268.
Yamakawa, T. “A fuzzy inference engine in nonlinear analog mode and its applications to a fuzzy logic control”. IEEE Transactions on Neural Networks. Mayo de 1993.
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Copyright (c) 1999 Oscar G. Duarte V.
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