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Volumn 23, Issue 8, 2009, Pages 2418-2434

Nonlinear identification using a B-spline neural network and chaotic immune approaches

Author keywords

Artificial immune network; B spline neural network; Chaotic optimization; Experimental process; Nonlinear identification

Indexed keywords

ARTIFICIAL IMMUNE NETWORK; B-SPLINE NEURAL NETWORK; CHAOTIC OPTIMIZATION; EXPERIMENTAL PROCESS; NONLINEAR IDENTIFICATION;

EID: 67651030437     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2009.01.013     Document Type: Article
Times cited : (37)

References (68)
  • 1
    • 0035112212 scopus 로고    scopus 로고
    • A hybrid learning scheme combining EM and MASMOD algorithms for fuzzy local linearization modeling
    • Gan Q., and Harris C.J. A hybrid learning scheme combining EM and MASMOD algorithms for fuzzy local linearization modeling. IEEE Transactions on Neural Networks 12 1 (2001) 43-53
    • (2001) IEEE Transactions on Neural Networks , vol.12 , Issue.1 , pp. 43-53
    • Gan, Q.1    Harris, C.J.2
  • 3
    • 33749663808 scopus 로고    scopus 로고
    • Residual life predictions for ball bearings based on self-organizing map and back propagation neural network methods
    • Huang R., Xi L., Li X., Liu C.R., Qiu H., and Lee J. Residual life predictions for ball bearings based on self-organizing map and back propagation neural network methods. Mechanical Systems and Signal Processing 21 1 (2007) 193-207
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.1 , pp. 193-207
    • Huang, R.1    Xi, L.2    Li, X.3    Liu, C.R.4    Qiu, H.5    Lee, J.6
  • 4
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • Narendra K.S., and Parthasarathy K. Identification and control of dynamical systems using neural networks. IEEE Transactions on Neural Networks 1 1 (1990) 4-27
    • (1990) IEEE Transactions on Neural Networks , vol.1 , Issue.1 , pp. 4-27
    • Narendra, K.S.1    Parthasarathy, K.2
  • 5
    • 33749531728 scopus 로고    scopus 로고
    • RBF neural networks hysteresis modelling for piezoceramic actuator using hybrid model
    • Dang X., and Tan Y. RBF neural networks hysteresis modelling for piezoceramic actuator using hybrid model. Mechanical Systems and Signal Processing 21 1 (2007) 430-440
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.1 , pp. 430-440
    • Dang, X.1    Tan, Y.2
  • 10
    • 0002308457 scopus 로고
    • Contributions to the problem of approximation of equidistant data by analytic functions
    • Schoenberg I.J. Contributions to the problem of approximation of equidistant data by analytic functions. Quarterly of Applied Mathematics 4 (1946) 45-99
    • (1946) Quarterly of Applied Mathematics , vol.4 , pp. 45-99
    • Schoenberg, I.J.1
  • 12
    • 0003141413 scopus 로고
    • B-splines curves and surfaces
    • Barnhill R.E., and Riesenfield R.F. (Eds), Academic Press, New York
    • Gordon W.J., and Riesenfield R.F. B-splines curves and surfaces. In: Barnhill R.E., and Riesenfield R.F. (Eds). Computer Aided Geometric Design (1974), Academic Press, New York
    • (1974) Computer Aided Geometric Design
    • Gordon, W.J.1    Riesenfield, R.F.2
  • 17
    • 0033620771 scopus 로고    scopus 로고
    • Situated neuro-fuzzy control for vision-based robot localization
    • Zhang J., Knoll A., and Schwert V. Situated neuro-fuzzy control for vision-based robot localization. Robotics and Autonomous Systems 28 1 (1999) 71-82
    • (1999) Robotics and Autonomous Systems , vol.28 , Issue.1 , pp. 71-82
    • Zhang, J.1    Knoll, A.2    Schwert, V.3
  • 18
    • 0003466090 scopus 로고    scopus 로고
    • Designing fuzzy controllers by rapid learning
    • Zhang J., and Knoll A. Designing fuzzy controllers by rapid learning. Fuzzy Sets and Systems 101 2 (1999) 287-301
    • (1999) Fuzzy Sets and Systems , vol.101 , Issue.2 , pp. 287-301
    • Zhang, J.1    Knoll, A.2
  • 21
    • 0029517484 scopus 로고
    • On the application of neural network modeling to a wet end chemical process in paper making
    • Albany, NY, USA
    • H. Wang, B. Oyebande, On the application of neural network modeling to a wet end chemical process in paper making, in: Proceedings of IEEE Conference on Control Applications, Albany, NY, USA, 1995, pp. 657-662.
    • (1995) Proceedings of IEEE Conference on Control Applications , pp. 657-662
    • Wang, H.1    Oyebande, B.2
  • 24
    • 0031889404 scopus 로고    scopus 로고
    • Complexity reduction in radial basis function (RBF) networks by using radial B-spline functions
    • Saranli A., and Baykal B. Complexity reduction in radial basis function (RBF) networks by using radial B-spline functions. Neurocomputing 18 1-3 (1998) 183-194
    • (1998) Neurocomputing , vol.18 , Issue.1-3 , pp. 183-194
    • Saranli, A.1    Baykal, B.2
  • 25
    • 67651079529 scopus 로고    scopus 로고
    • T. J. A. De Vries, L. J. Idema, W. J. R. Velthuis, Parsimonious learning feed-forward control, in: Proceedings of European Symposium on Artificial Neural Networks, Bruges, Belgium, 1998, pp. 85-90.
    • T. J. A. De Vries, L. J. Idema, W. J. R. Velthuis, Parsimonious learning feed-forward control, in: Proceedings of European Symposium on Artificial Neural Networks, Bruges, Belgium, 1998, pp. 85-90.
  • 27
    • 0034541970 scopus 로고    scopus 로고
    • Fault detection of redundant systems based on B-spline neural network
    • Seattle, USA
    • H. Jin, C.W. Chan, H.Y. Zhang, W.K. Yeung, Fault detection of redundant systems based on B-spline neural network, in: Proceedings of American Control Conference, vol. 2, Seattle, USA, 2000, pp. 1215-1219.
    • (2000) Proceedings of American Control Conference , vol.2 , pp. 1215-1219
    • Jin, H.1    Chan, C.W.2    Zhang, H.Y.3    Yeung, W.K.4
  • 28
    • 0034856214 scopus 로고    scopus 로고
    • A B-spline neural network based actuator fault diagnosis in nonlinear systems
    • Arlington, VA, USA
    • P. Kabore, H. Wang, A B-spline neural network based actuator fault diagnosis in nonlinear systems, in: Proceedings of American Control Conference, vol. 2, Arlington, VA, USA, 2001, pp. 1139-1144.
    • (2001) Proceedings of American Control Conference , vol.2 , pp. 1139-1144
    • Kabore, P.1    Wang, H.2
  • 29
    • 0035273430 scopus 로고    scopus 로고
    • Using B-splines neural network to extract fuzzy rules for a centrifugal pump monitoring
    • Wang K., and Lei B. Using B-splines neural network to extract fuzzy rules for a centrifugal pump monitoring. Journal of Intelligent Manufacturing 12 1 (2001) 5-11
    • (2001) Journal of Intelligent Manufacturing , vol.12 , Issue.1 , pp. 5-11
    • Wang, K.1    Lei, B.2
  • 31
    • 0037361328 scopus 로고    scopus 로고
    • Blind signal processing by complex domain adaptive spline neural networks
    • Uncini A., and Piazza F. Blind signal processing by complex domain adaptive spline neural networks. IEEE Transactions on Neural Networks 14 2 (2003) 399-412
    • (2003) IEEE Transactions on Neural Networks , vol.14 , Issue.2 , pp. 399-412
    • Uncini, A.1    Piazza, F.2
  • 32
    • 1442333680 scopus 로고    scopus 로고
    • D.S. Reay, CMAC and B-spline neural networks applied to switched reluctance motor torque estimation and control, in: Proceedings of 29th Annual Conference of the IEEE Industrial Electronics Society, 3, Roanoke, VI, USA, 2003, pp. 2453-2458.
    • D.S. Reay, CMAC and B-spline neural networks applied to switched reluctance motor torque estimation and control, in: Proceedings of 29th Annual Conference of the IEEE Industrial Electronics Society, vol. 3, Roanoke, VI, USA, 2003, pp. 2453-2458.
  • 35
    • 11144292322 scopus 로고    scopus 로고
    • Comparing regularized B-spline neural network, multilayer perceptron and boosted-CART on two problems of heart arrhythmia diagnosis
    • San Francisco, CA, USA
    • J. Zhou, Comparing regularized B-spline neural network, multilayer perceptron and boosted-CART on two problems of heart arrhythmia diagnosis, in: Proceedings of 26th Annual International Conference of the Engineering in Medicine and Biology Society, vol. 2, San Francisco, CA, USA, 2004, pp. 3601-3604.
    • (2004) Proceedings of 26th Annual International Conference of the Engineering in Medicine and Biology Society , vol.2 , pp. 3601-3604
    • Zhou, J.1
  • 39
    • 50349087092 scopus 로고    scopus 로고
    • B-spline neural network design using improved differential evolution for identification of an experimental nonlinear process
    • Coelho L.S., and Guerra F.A. B-spline neural network design using improved differential evolution for identification of an experimental nonlinear process. Applied Soft Computing 8 4 (2008) 1513-1522
    • (2008) Applied Soft Computing , vol.8 , Issue.4 , pp. 1513-1522
    • Coelho, L.S.1    Guerra, F.A.2
  • 41
    • 0004125437 scopus 로고    scopus 로고
    • Ishida Y., Hirayama H., Fujita H., Ishiguro H., and Mori K. (Eds), Corona Pub. Co., Japan (in Japanese)
    • In: Ishida Y., Hirayama H., Fujita H., Ishiguro H., and Mori K. (Eds). Immunity-based Systems-Intelligent Systems by Artificial Immune Systems (1998), Corona Pub. Co., Japan (in Japanese)
    • (1998) Immunity-based Systems-Intelligent Systems by Artificial Immune Systems
  • 43
    • 71649110512 scopus 로고    scopus 로고
    • Artificial immune systems as a novel soft computing paradigm
    • De Castro L.N., and Timmis J.I. Artificial immune systems as a novel soft computing paradigm. Soft Computing Journal 7 7 (2003) 526-544
    • (2003) Soft Computing Journal , vol.7 , Issue.7 , pp. 526-544
    • De Castro, L.N.1    Timmis, J.I.2
  • 44
    • 0012708708 scopus 로고    scopus 로고
    • AINET: an artificial immune network for data analysis
    • Abbas H., Sarker R., and Newton C. (Eds), Idea Group Publishing, Hershey, PA, USA
    • De Castro L.N., and Von Zuben F. AINET: an artificial immune network for data analysis. In: Abbas H., Sarker R., and Newton C. (Eds). Data Mining: A Heuristic Approach (2001), Idea Group Publishing, Hershey, PA, USA
    • (2001) Data Mining: A Heuristic Approach
    • De Castro, L.N.1    Von Zuben, F.2
  • 47
    • 0002591468 scopus 로고
    • A two-dimensional mapping with a strange attractor
    • Hénon M. A two-dimensional mapping with a strange attractor. Communications in Mathematical Physics 50 (1976) 69-77
    • (1976) Communications in Mathematical Physics , vol.50 , pp. 69-77
    • Hénon, M.1
  • 48
    • 67651057773 scopus 로고    scopus 로고
    • Psychologically motivated clonal algorithm based approach to solve planning problem
    • Wayne State University, Detroit, MI, USA
    • A. Kumar, Psychologically motivated clonal algorithm based approach to solve planning problem, Graduate Research Symposium, Industrial and Manufacturing Engineering, Wayne State University, Detroit, MI, USA, 2006, pp. 123-130.
    • (2006) Graduate Research Symposium, Industrial and Manufacturing Engineering , pp. 123-130
    • Kumar, A.1
  • 50
    • 35048865866 scopus 로고    scopus 로고
    • A comment on opt-AiNET: an immune network algorithm for optimisation, Genetic and Evolutionary Computation
    • Kalyanmoy D., et al. (Ed), Springer, London, UK
    • Timmis J., and Edmonds C. A comment on opt-AiNET: an immune network algorithm for optimisation, Genetic and Evolutionary Computation. In: Kalyanmoy D., et al. (Ed). Lecture Notes in Computer Science Vol. 31 (2004), Springer, London, UK 308-317
    • (2004) Lecture Notes in Computer Science , vol.31 , pp. 308-317
    • Timmis, J.1    Edmonds, C.2
  • 52
    • 18544381881 scopus 로고    scopus 로고
    • A self-adaptive chaotic particle swarm algorithm for short term hydroelectric system scheduling in deregulated environment
    • Chuanwen J., and Bompard E. A self-adaptive chaotic particle swarm algorithm for short term hydroelectric system scheduling in deregulated environment. Energy Conversion and Management 46 17 (2005) 2689-2696
    • (2005) Energy Conversion and Management , vol.46 , Issue.17 , pp. 2689-2696
    • Chuanwen, J.1    Bompard, E.2
  • 54
    • 1542290080 scopus 로고    scopus 로고
    • Application of chaos in simulated annealing
    • Mingjun J., and Huanwen T. Application of chaos in simulated annealing. Chaos, Solitons, and Fractals 21 4 (2004) 933-941
    • (2004) Chaos, Solitons, and Fractals , vol.21 , Issue.4 , pp. 933-941
    • Mingjun, J.1    Huanwen, T.2
  • 55
    • 0042968651 scopus 로고    scopus 로고
    • Chaos-genetic algorithms for optimizing the operating conditions based on RBF-PLS model
    • Yan X.F., Chen D.Z., and Hu S.X. Chaos-genetic algorithms for optimizing the operating conditions based on RBF-PLS model. Computers and Chemical Engineering 27 10 (2003) 1393-1404
    • (2003) Computers and Chemical Engineering , vol.27 , Issue.10 , pp. 1393-1404
    • Yan, X.F.1    Chen, D.Z.2    Hu, S.X.3
  • 61
    • 0027544110 scopus 로고
    • A fuzzy-logic-based approach to qualitative modeling
    • Sugeno M., and Yasukawa T. A fuzzy-logic-based approach to qualitative modeling. IEEE Transactions on Fuzzy Systems 1 1 (1993) 7-31
    • (1993) IEEE Transactions on Fuzzy Systems , vol.1 , Issue.1 , pp. 7-31
    • Sugeno, M.1    Yasukawa, T.2
  • 62
    • 0002907696 scopus 로고
    • The evaluation of fuzzy models derived from experimental data
    • Tong R.M. The evaluation of fuzzy models derived from experimental data. Fuzzy Sets and Systems 4 1 (1980) 1-12
    • (1980) Fuzzy Sets and Systems , vol.4 , Issue.1 , pp. 1-12
    • Tong, R.M.1
  • 64
    • 0023209327 scopus 로고
    • Fuzzy model identification and self-learning for dynamic systems
    • Xu C.W., and Lu Y.Z. Fuzzy model identification and self-learning for dynamic systems. IEEE Transactions on Systems, Man, and Cybernetics 17 4 (1987) 683-689
    • (1987) IEEE Transactions on Systems, Man, and Cybernetics , vol.17 , Issue.4 , pp. 683-689
    • Xu, C.W.1    Lu, Y.Z.2
  • 65
    • 0000185305 scopus 로고
    • Successive identification of a fuzzy model and its applications to prediction of a complex system
    • Sugeno M., and Tanaka K. Successive identification of a fuzzy model and its applications to prediction of a complex system. Fuzzy Sets and Systems 42 3 (1991) 315-334
    • (1991) Fuzzy Sets and Systems , vol.42 , Issue.3 , pp. 315-334
    • Sugeno, M.1    Tanaka, K.2
  • 67
    • 0033891209 scopus 로고    scopus 로고
    • Evolutionary design of fuzzy rule base for nonlinear system modeling and control
    • Kang S.J., Woo C.H., Hwang H.S., and Woo K.B. Evolutionary design of fuzzy rule base for nonlinear system modeling and control. IEEE Transactions on Fuzzy Systems 8 1 (2000) 37-45
    • (2000) IEEE Transactions on Fuzzy Systems , vol.8 , Issue.1 , pp. 37-45
    • Kang, S.J.1    Woo, C.H.2    Hwang, H.S.3    Woo, K.B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.