Architectural Analysis of Type-2 Interval pRBF Neural Networks Using Space Search Evolutionary Algorithm |
Oh, Sung-Kwun
(수원대학교 전기공학과)
Kim, Wook-Dong (수원대학교 전기공학과) Park, Ho-Sung (수원대학교 전기공학과) Lee, Young-Il (수원대학교 전기공학과) |
1 | W. huang, L. Ding, S. K. Oh, C. W. Jeong, and S. C. Joo, “Identification of Fuzzy Inference System Based on Information Granulation,” KSII Trans. on Internet and Information systems, Vol. 4, No. 4, pp. 575-593, 2010. 과학기술학회마을 DOI |
2 | S. K. Oh, and W. Pedrycz, “Identification of fuzzy systems by means of and auto-tuning algorithm and its application to nonlinear systems,” Fuzzy Set and Systems, Vol. 115, No. 2, pp. 205-230, 2000. DOI |
3 | B. J. Park, W. Pedrycz and S. K. Oh, “Identification of fuzzy models with the aid of evolutionary data granulation,” In : IEE Proc. Control Theory and Applications, Vol. 148, No.5, pp. 406-418, 2001. DOI |
4 | G. E. Tsekouras, “On the use of the weighted fuzzy C-Means in fuzzy modeling,” adv. Eng, software, Vol. 36, 287-300, 2005. DOI |
5 | J. N. Choi, S. K. Oh, and W. Pedrycz, “Identification of fuzzy models using a successive tuning method with a variant identification ratio,” Fuzzy Set and Systems, Vol. 159. No. 21, pp. 2873-2889, 2008. DOI ScienceOn |
6 | L. Zhao, Y. Yang, and Y. Zeng, “Eliciting Compact T-S Fuzzy Models Using Subtractive Clustering and Coevolutionary Particle Swarm Optimization,” Neurocomputing, Vol. 72, No. 10-12, pp. 2569-2575, 2009. DOI |
7 | B. Niu, Y. Zhu, X. He, and H. Shen, “A Multi-Swarm Optimizer Based Fuzzy Modeling Approach for Dynamic Systems Processing,” Neurocomputing, Vol. 71, No. 7-9, pp. 1436-1448, 2008. DOI |
8 | L. Sanchez, I. Couso, and J. Casillas, “Genetic Learning of Fuzzy Rules Based on Low Quality Data,” Fuzzy Sets and Systems, Vol. 160, No. 17, pp. 2524-2552, 2009. DOI |
9 | A. Kandal, L. Li, and Z. Cao, “Fuzzy Inference and Its Application to Control Systems,” Fuzzy Sets and Systems, Vol. 48, No. 1, pp. 99-111, 1992. DOI |
10 | Z-B. Xu, H. Q, J. Peng, and B. Zhang, “A Comparative Study of Two Modeling Approaches in Neural Network,” Neural Networks, Vol. 17, No. 1, pp. 73-85, 2004. DOI |
11 | N. N. Karnik and J. M. Mendel, “Centroid of a type-2 fuzzy set,” Information science, Vol. 132, pp. 195-220, 2001. DOI |
12 | Y. Y. Fu, C. J. Wu, J. T. Jeng, and C. N. Ko, “Identification of MIMO systems using radial basis function networks with hybrid learning algorithm,” Applied Mathematics and Computation, Vol. 213, pp. 184-196, 2009. DOI ScienceOn |
13 | A. Y. Al Bayati, N. A. Sulaiman, and G. W. Sadiq “A Modified Conjugate Gradient Formula for Back Propagation Neural Network Algorithm,” Journal of Computer Science, Vol. 5, No. 11, pp. 849-856, 2009. DOI |