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Prof. Oscar Castillo, Ph.D., D.Sc.
Prof. Oscar Castillo, Ph.D., D.Sc.
Tijuana Institute of Technology
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Type-2 fuzzy logic: theory and applications
O Castillo, P Melin, J Kacprzyk, W Pedrycz
2007 IEEE international conference on granular computing (GRC 2007), 145-145, 2007
8532007
Type-2 fuzzy logic: theory and applications
O Castillo, P Melin, J Kacprzyk, W Pedrycz
Granular Computing, 2007. GRC 2007. IEEE International Conference on, 145-145, 2007
8452007
Path planning for autonomous mobile robot navigation with ant colony optimization and fuzzy cost function evaluation
MAP Garcia, O Montiel, O Castillo, R Sepulveda, P Melin
Applied Soft Computing 9 (3), 1102-1110, 2009
4382009
Optimization of interval type-2 fuzzy logic controllers for a perturbed autonomous wheeled mobile robot using genetic algorithms
R Martínez, O Castillo, LT Aguilar
Information Sciences 179 (13), 2158-2174, 2009
3722009
A comparative study of type-1 fuzzy logic systems, interval type-2 fuzzy logic systems and generalized type-2 fuzzy logic systems in control problems
O Castillo, L Amador-Angulo, JR Castro, M Garcia-Valdez
Information Sciences 354, 257-274, 2016
3462016
A review on the design and optimization of interval type-2 fuzzy controllers
O Castillo, P Melin
Applied Soft Computing 12 (4), 1267-1278, 2012
3262012
A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks
JR Castro, O Castillo, P Melin, A Rodríguez-Díaz
Information Sciences 179 (13), 2175-2193, 2009
3082009
Comparative study of bio-inspired algorithms applied to the optimization of type-1 and type-2 fuzzy controllers for an autonomous mobile robot
O Castillo, R Martinez-Marroquin, P Melin, F Valdez, J Soria
Information sciences 192, 19-38, 2012
2992012
An interval type-2 fuzzy logic toolbox for control applications
JR Castro, O Castillo, P Melin
2007 IEEE international fuzzy systems conference, 1-6, 2007
2852007
Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic
R Sepúlveda, O Castillo, P Melin, A Rodriguez-Diaz, O Montiel
Information Sciences 177 (10), 2023-2048, 2007
2822007
Optimal design of fuzzy classification systems using PSO with dynamic parameter adaptation through fuzzy logic
P Melin, F Olivas, O Castillo, F Valdez, J Soria, M Valdez
Expert Systems with Applications 40 (8), 3196-3206, 2013
2682013
Edge-detection method for image processing based on generalized type-2 fuzzy logic
P Melin, CI Gonzalez, JR Castro, O Mendoza, O Castillo
IEEE transactions on fuzzy systems 22 (6), 1515-1525, 2014
2612014
A review on type-2 fuzzy logic applications in clustering, classification and pattern recognition
P Melin, O Castillo
Applied soft computing 21, 568-577, 2014
2592014
Generalized type-2 fuzzy systems for controlling a mobile robot and a performance comparison with interval type-2 and type-1 fuzzy systems
MA Sanchez, O Castillo, JR Castro
Expert Systems with Applications 42 (14), 5904-5914, 2015
2442015
A review on interval type-2 fuzzy logic applications in intelligent control
O Castillo, P Melin
Information Sciences 279, 615-631, 2014
2402014
Hybrid intelligent systems for pattern recognition using soft computing: an evolutionary approach for neural networks and fuzzy systems
P Melin, O Castillo
Springer Science & Business Media, 2005
2392005
An improved evolutionary method with fuzzy logic for combining particle swarm optimization and genetic algorithms
F Valdez, P Melin, O Castillo
Applied Soft Computing 11 (2), 2625-2632, 2011
2312011
Hybrid intelligent systems for time series prediction using neural networks, fuzzy logic, and fractal theory
O Castillo, P Melin
IEEE Transactions on Neural Networks 13 (6), 1395-1408, 2002
2232002
A generalized type-2 fuzzy granular approach with applications to aerospace
O Castillo, L Cervantes, J Soria, M Sanchez, JR Castro
Information Sciences 354, 165-177, 2016
1932016
A new approach for dynamic fuzzy logic parameter tuning in ant colony optimization and its application in fuzzy control of a mobile robot
O Castillo, H Neyoy, J Soria, P Melin, F Valdez
Applied soft computing 28, 150-159, 2015
1932015
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Artículos 1–20