Aplicaciones de la lógica difusa
DOI:
https://doi.org/10.15446/ing.investig.n45.21308Keywords:
Algoritmo de agrupamiento difuso, Sistemas de lógica difusa, Sistemas de control inteligentes (es)Fuzzy clustering algorithm, Fuzzy logic systems, Intelligent control systems (en)
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El propósito de este artículo es el de presentar algunas de las aplicaciones conocidas de la Lógica Difusa, es por tanto un artículo de carácter divulgativo para no expertos en el tema. Los ejemplos seleccionados son un Controlador Difuso Adaptativo, un Identificador de Imágenes Aéreas que emplea un algoritmo de agrupamiento difuso, una Base de Datos Difusa, y un experimento de psicología cognoscitiva inspirado en la lógica difusa. Todos estos ejemplos han sido tomados de la literatura técnica.
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
Bezdek, J. "Partition Structures: a tutorial" En "Analysis of fuzzy information", Bezdek, J. CRC Press, 1987, pp 81-108
____ “Pattern recognition with fuzzy objective algorithms” Plenum Press, New York, 1981
Driankov, Dimiter et al. “An Introduction to Fuzzy Control” Springer Verlag, Berlin, 1993 DOI: https://doi.org/10.1007/978-3-662-11131-4
Duarte, Oscar G. “UNFUZZY - Software para el análisis, diseño, simulación e implementación de Sistemas de Lógica Difusa” Tesis para optar el Titulo de Magister en Automatización Industrial. Universidad Nacional de Colombia, Facultad de Ingeniería, 1997.
____ "Sistemas de Lógica Difusa. Fundamentos" En Ingeniería e Investigación No. 42 Marzo de 1999,
Klir, George and Yuan, Bo. "Fuzzy Sets and Fuzzy Logic" Prentice Hall, New Jersey, 1995
Layne, J. and Passino, K. “Fuzzy model reference learning control for cargo ship steering” en IEEE Control Systems Magazine, Vol 13, No. 6, dic 93, pp 23-24 DOI: https://doi.org/10.1109/37.248001
Lee, Chuen Chien. “Fuzzy Logic in Control Systems: Fuzzy Logic Controller-Part I" En IEEE Transactions on Systems, Man, and Cibernetics, V 20, No. 3 Marzo/ Abril 1990, pp 404-418 DOI: https://doi.org/10.1109/21.52551
____ “Fuzzy Logic in Control Systems: Fuzzy Logic Controller-Part II” En IEEE Transactions on Systems, Man, and Cibernetics, V 20, No. 3 Marzo/Abril 1990, pp 419-435 DOI: https://doi.org/10.1109/21.52552
Mendel, Jerry. “Fuzzy Logic Systems for Engineering: A Tutorial” En Proceeding of the IEEE, V 83, No. 3 Marzo 1995, pp 345-377 DOI: https://doi.org/10.1109/5.364485
Miyamoto, S. and Umano, M. “Recent developments in fuzzy databases and applications”, En “Fuzzy logic and its applications to engineering information sciences and intelligent systems”, Editado por Bien, Z. & Min, K. C. Klumer Academic Publishers, pp. 367-378 DOI: https://doi.org/10.1007/978-94-009-0125-4_36
Rueckl, J. “A fuzzy propositional account of contextual effects on word recognition” En "Fuzzy Sets in psychology", Zéténeyi, T. North-Holland Editors, 1988, pp 127-154. DOI: https://doi.org/10.1016/S0166-4115(08)60484-7
Tahani, V. “A conceptual framework for fuzzy querying processing a step toward very intelligent database system” En Information Processing Management 13, 1977, 289 - 303 DOI: https://doi.org/10.1016/0306-4573(77)90018-8
Trivedi, M.M. “Analysis of Aerial Images using fuzzy clustering” En “Analysis of fuzzy information”, Bezdek, J. CRC Press, 1987, pp 133-152.
Wang, Li-Xin “Adaptive Fuzzy Systems and Control. Design and Stability Analysis" Prentice Hall, New Jersey, 1994.
____ “Fuzzy Systems are Universal Approxximators” En Proceedings of the IEEE International Conference on Fuzzy Systems, San Diego, California 1992, pp 1163-1170
Wang, Li-Xin and Mendel, Jerry. “Back Propagation Fuzzy System as Nonlinear Dynamic Systems Identifiers” En Proceedings of the IEEE International Conference on Fuzzy Systems, San Diego, California, 1992 pp 1409-1418
____ “Fuzzy Basis Functions, Universal Approximation, and Orthogonal Least-Squares Learning” En IEEE Transactions on Neural Networks, Vol 3, No 5, Septiembre 1992, pp 807-814 DOI: https://doi.org/10.1109/72.159070
____ “Generating Fuzzy Rules by Learning from Examples” En Proceedings of the IEEE 1991 International Symposium on Intelligent Control 13-15 August, Arlington, Virginia, U.S.A. pp 263-268
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