Manuel Lozano's publications

Journal Contributions

F. Herrera, M. Lozano, J.L. Verdegay. Applying Genetic Algorithms to Fuzzy Optimization Problems. Fuzzy Systems and A.I.-Reports and Letters. Vol. 3 (1994), pp. 39-52.

F. Herrera, M. Lozano, J.L. Verdegay.Algoritmos Geneticos con Parametros Reales. NOVATICA, May/jun 115 (1995), pp. 36-41.
F. Herrera, M. Lozano, J.L. Verdegay.Algoritmos Geneticos: Fundamentos, Extensiones y Aplicaciones. ARBOR CLII 597 (1995), pp. 9-40. (PScript preliminary version)
F. Herrera, M. Lozano, J.L. Verdegay. Tuning Fuzzy Logic Controllers by Genetic Algorithms. International Journal of Approximate Reasoning. Vol. 12 (1995), pp. 299-315. (PScript preliminary version)
F. Herrera, M. Lozano, J.L. Verdegay. The Use of Fuzzy Connectives to Design real-Coded Genetic Algorithms. Mathware & Soft Computing. Vo. 1-3 (1995), pp. 239-251. (PScript preliminary version)

O. Cordón, F. Herrera, E. Herrera-Viedma, M. Lozano. Genetic Algorithms and Fuzzy Logic in Control Processes. Archives of Control Sciences. Vol. 5 (1996), pp. 135-168. (Abstract) (PScript preliminary version)
F. Herrera, M. Lozano, J.L. Verdegay. Dynamic and Heuristic Fuzzy Connectives-Based Crossover Operators for Controlling the Diversity and Convengence of Real Coded Genetic Algorithms. Int. Journal of Intelligent Systems Vol. 11 (1996), pp. 1013-1041. (Abstract) (PScript preliminary version)

F. Herrera, M. Lozano, J.L. Verdegay. Tackling Real-Coded Genetic Algorithms: Operators and tools for the Behaviour Analysis. Artificial Intelligence Review (1997). To appear. (Abstract) (PScript preliminary version)
F. Herrera, M. Lozano, J.L. Verdegay. Fuzzy Connectives Based Crossover Operators to Model Genetic Algorithms Population Diversity. Fuzzy Sets and Systems. (1997), in press. (14 pages) (Abstract) (PScript preliminary version)
F. Herrera, M. Lozano, J.L. Verdegay. A Learning Process for Fuzzy Control Rules using Genetic Algorithms. Fuzzy Sets and Systems. (1997). To appear. (22 pages) (Abstract) (PScript preliminary version)

O. Cordón, F. Herrera, M. Lozano. A Classified Review on the Combination Fuzzy Logic-Genetic Algorithms Bibliography. Technical Report DECSAI-95129, Dept. of Computer Science and A.I., University of Granada, May 96. (( Last Version: December, 1996) (544 references) (Abstract) (Full paper)
F. Herrera, M. Lozano. Gradual Distributed Genetic Algorithms. Technical Report DECSAI-96126, Dept. of Computer Science and A.I., University of Granada, January 1997. (25 pages) (Abstract) (Full paper)

F. Herrera, M. Lozano, J.L. Verdegay. Generating Rules from Examples using Genetic Algorithms. Fuzzy Logic and Soft Computing, B. Bouchon, R. Yager, L. Zadeh (Eds.), pp. 11-20, Word Scientific, 1995. (PScript preliminary version)
F. Herrera, M. Lozano, J.L. Verdegay. Tackling Fuzzy Genetic Algorithms. Genetic Algorithms in Engineering and Computer Science, G. Winter, J. Periaux, M. Galan, P. Cuesta (Eds.), pp. 167-189, John Wiley and Sons, 1995. (PScript preliminary version)

O. F. Herrera, M. Lozano. Adaptation of Genetic Algorithm Parameters based on Fuzzy Logic Controllers. Genetic Algorithms and Soft Computing, F. Herrera, J. L. Verdegay (Eds.), pp. 95-125, Physica-Verlag, 1996. Forthcoming. (PScript preliminary version)

O. Cordón, F. Herrera, M. Lozano. A Classified Review on the Combination Fuzzy Logic-Genetic Algorithms Bibliography:1989-1995. Genetic Algorithms and Fuzzy Logic Systems. Soft Computing Perspectives, E. Sanchez, T. Shibata, L. A. Zadeh (Eds.), World Scientific, 1996. (PScript preliminary version)
O. Cordón, F. Herrera, M. Lozano. On the Combination of Fuzzy Logic and Evolutionary Computation: A Short Review and Bibliography. Fuzzy Evolutionary Computation, W. Pedrycz (Ed.), Kluwer Academic, 1997. Forthcoming. (24 pages) (PScript preliminary version)

F. Herrera, M. Lozano, J.L. Verdegay. Genetic Algorithms Applications to Fuzzy Logic Based Systems. 9th Polish-Italian and 5th Polish-Finnish Symposium on Systems Analysis. Warsaw (Poland), 1993, R. Kulilowski, K. Szkatula, J. Kacprzyk (Eds.), Omnitech Press, pp. 125-134. (PScript preliminary version)

F. Herrera, A. Lozano, J.L. Verdegay. Generating fuzzy rules from examples using genetic algorithms. 4th International Conference on Information Processing and Management of Uncertainty in Knowledge-Bases System, IPMU'94. París (France), 1994, pp. 675-680. (PScript preliminary version)
F. Herrera, E. Herrera-Viedma, A. Lozano & J.L. Verdegay. Fuzzy tools to improve genetic algorithms. Second European Congress on Fuzzy and Intelligent Technologies. EUFIT'94. Aachen (Germany), 1994, Vol. III, pp. 1532-1539. (PScript preliminary version)

F. Herrera, M. Lozano, J.L. Verdegay. Design of a Control Rules Base based on Genetic Algorithms. 6th IFSA World Conference. Sao Paulo (Brasil), 1995, Vol. I., pp. 265-268. (PScript preliminary version)

O. Cordón, F. Herrera, M. Lozano. On the Bidirectional Integration of Fuzzy Logic and Genetic Algorithms. 2nd Online Workshop on Evolutionary Computation (WEC2). Nagoya (Japan), 1996, pp. 13-17. (PScript preliminary version)
F. Herrera, M. Lozano. Adaptive Genetic Algorithms Based on Fuzzy Techniques Information Processing and Management of Uncertainly in Knowledge-Based Systems (IPMU), 1996, pp. 775-780. (PScript preliminary version)
O. Cordón, F. Herrera, M. Lozano. A Three-Stage Method for Designing Genetic Fuzzy Systems by Learning from Examples. 4th International Conference on Parallel Problem Solving from Nature (PPSN IV). Berlin (Germany), 1996, LNCS-1141, 720-729.. (PScript preliminary version)
F. Herrera, M. Lozano. Heuristic Crossover for Real-Coded Genetic ALgorithms Based on Fuzzy Connectives 4th International Conference on Parallel Problem Solving from Nature (PPSN IV). Berlin (Germany), 1996, LNCS-1141, 336-345. (PScript preliminary version)

F. Herrera, M. Lozano, J.L. Verdegay. Un algoritmo genético para el ajuste de controladores difusos. III Congreso Español sobre Tecnologías y Lógica Fuzzy. Santiago de Compostela, 1993, pp. 251-258.
F. Herrera, M. Lozano, J.L. Verdegay. Algoritmos genticos con para metros reales. V Conferencia de la Asociación Española para la Inteligencia Artificial. Madrid, 1993, pp. 41-50
F. Herrera, M. Lozano & J.L. Verdegay. El uso de conectivos difusos en el diseño de algoritmos genéticos. IV Congreso Español sobre Tecnologías y Lógica Fuzzy. Blanes, 1994, pp. 37-42.
F. Herrera, M. Lozano. Algoritmos Genéticos Heuristicos con Codificacion Real. VI Conferencia de la Asociación Española para la Inteligencia Artificial. Alicante, 1995, pp. 11-20 (Addendum Actas).