Design of type-reduction strategies for type-2 fuzzy logic systems using genetic algorithms

Studies in Computational Intelligence

Volumn 66, Issue , 2007, Pages 169-187

  Tan, Woei Wan ^a   Wu, Dongrui ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 34447511229     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-72377-6_7     Document Type: Article

References (30)

1. Mendel, J.M. (2001): Rule-Based Fuzzy Logic Systems: Introduction and New Directions. Prentice-Hall Upper Saddle River New Jersey
2. Hargras, H.A. Hagras (2004): A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots. IEEE Trans. on Fuzzy Systems, 12(4), 524-539.
3. Yager, R.R. (1980): Fuzzy subsets of type-2 in decisions. J. Cybernetics, 10, 137-159
4. Ozen, T., Garibaldi, J.M. (2004): Effect of type-2 fuzzy membership function shape on modelling variation in human decision making. Proc. FUZZ-IEEE, 2, 971-976.
5. John, R.I., Innocent, P.R., Barnes, M.R. (2000): Neuro-fuzzy clustering of radiographic tibia images using type 2 fuzzy sets. Information Sciences, 125, 65-82
6. Auephanwiriyakul, S., Adrian, A., Keller, J.M. (2002): Type-2 fuzzy set analysis in management surveys. Proc. FUZZ-IEEE, 1321-1325
7. Bouchachia, A., Mittermeir, R. (2003): A neural cascade architecture for document retrieval. Proc. Intl Joint Conf. Neural Networks, 3, 1915-1920
8. Zeng, J., Liu, Z.-Q. (2006): Type-2 fuzzy hidden markov models and their applications to speech recognition. IEEE Trans. on Fuzzy Systems, 14 3), 454-467
9. Castillo, O., Melin, P. (2004): Adaptive noise cancellation using type-2 fuzzy logic and neural networks. Proc. FUZZ-IEEE, 2, 1093-1098
10. Mendel, J.M., Wu, H. (2004): Centroid uncertainty bounds for interval type-2 fuzzy sets: Forward and inverse problems. Proc. FUZZ-IEEE, 2 947-952
11. Wu, H., Mendel, J.M., (2004): Antecedent connector word models for interval type-2 fuzzy logic systems. Proc. FUZZ-IEEE, 2, 1099-1104
12. Melin, P., Castillo, O. (2003): A new method for adaptive model-based control of non-linear plants using type-2 fuzzy logic and neural networks. Proc. FUZZIEEE, 1, 420-425
13. Wu, D., Tan, W.W. (2004): A type-2 fuzzy logic controller for the liquid-level process. Proc. FUZZ-IEEE, 2, 953-958
14. Lee, C.-H., Lin, Y.-C. (2004): Control of nonlinear uncertain systems using type-2 fuzzy neural network and adaptive filter. Proc. 2004 IEEE Intl Conf. Networking, Sensing and Control, 2, 1177-1182
15. Castillo, O., Melin, P. (2003): Evolutionary computing for optimizing type-2 fuzzy systems in intelligent control of non-linear dynamic plants. Proc. North American Fuzzy Info. Processing Society (NAFIPS), 247-251
16. Lynch, C., Hagras, H.A., Callaghan, V. (2005): Embedded type-2 FLC for real-time speed control of marine & traction diesel engines. Proc. FUZZ-IEEE, 347-352
17. Figueroa, J., Posada, J., Soriano, J., Melgarejo, M., Rojas, S. (2005): A type-2 fuzzy controller for tracking mobile objects in the context of robotic soccer games. Proc. FUZZ-IEEE, 359-364
18. Lin, P.-Z., Hsu, C.-F., Lee, T.-T. (2005): Type-2 fuzzy logic controller desgin for buck DC-DC converters. Proc. FUZZ-IEEE, 365-370
19. Liang, Q., Wang, L. (2005): Sensed signal strength forecasting for wireless sensors using interval type-2 fuzzy logic system. Proc. FUZZ-IEEE, 25-30
20. Shu, H. and Liang, Q. (2005): Wireless sensor network lifetime analysis using interval type-2 fuzzy logic systems. Proc. FUZZ-IEEE, 19-24
21. Wu, D., Tan, W.W. (2005): Type-2 FLS modeling capability analysis. Proc. FUZZ-IEEE, 242-247.
22. Zadeh, L.A. (1975): The concept of a linguistic variable and its application to approximate reasoning-1. Information Sciences, 8, 199-249
23. Burillo, P., Bustince, H. (1996): Entropy on intuitionistic fuzzy sets and on interval-valued fuzzy sets. Fuzzy sets and systems, 78, 305-316
24. Gorzalczany, M.B. (1987): A method of inference in approximate reasoning based on intervalvalued fuzzy sets. Fuzzy Sets and Systems, 21, 1-17
25. Bustince, H. (2000): Indicator of inclusion grade for interval-valued fuzzy sets. Application to approximate reasoning based on interval-valued fuzzy sets, Intl Journal of Approximate Reasoning, 23 3), 137-209
26. Wu, D., Tan, W.W. (2006): Genetic learning and performance evaluation of type-2 fuzzy logic controllers. Engineering Applications of Artificial Intelligence, 19(8), 829-841
27. Mizumoto, M. (1995): Realization of PID controls by fuzzy control methods. Fuzzy Sets and Systems, 70, 171-182
28. Wu, D., Tan, W.W. (2006): A simplified architecture for type-2 FLSs and its application to nonlinear control. ISA Transactions, 45(4), 503-516
29. Persson, P. (1992): Towards autonomous PID control. Ph.D. dissertation, Lund Institute of Technology
30. Wu, H., Mendel, J.M. (2002): Uncertainty bounds and their use in the design of interval type-2 fuzzy logic systems. IEEE Trans. on Fuzzy Systems, 10(5), 622-639