메뉴 건너뛰기




Volumn 8, Issue 4, 2008, Pages 1354-1364

Particle swarm approaches using Lozi map chaotic sequences to fuzzy modelling of an experimental thermal-vacuum system

Author keywords

Chaotic sequences; Fuzzy modelling; Nonlinear identification; Particle swarm optimization

Indexed keywords

CHAOTIC SYSTEMS; CHLORINE COMPOUNDS; MAPS; NONLINEAR SYSTEMS; OPTIMIZATION; VACUUM;

EID: 50149099761     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2007.10.016     Document Type: Article
Times cited : (85)

References (64)
  • 1
    • 84927705445 scopus 로고    scopus 로고
    • A personal view on the development of system identification
    • Rotterdam, The Netherlands
    • Gevers M. A personal view on the development of system identification. Proceedings of the 13th IFAC Symposium on System Identification. Rotterdam, The Netherlands (2003) 773-783
    • (2003) Proceedings of the 13th IFAC Symposium on System Identification , pp. 773-783
    • Gevers, M.1
  • 2
    • 0037289921 scopus 로고    scopus 로고
    • Selecting nonlinear model structures for computer control
    • Pearson R.K. Selecting nonlinear model structures for computer control. J. Process Control 13 (2003) 1-26
    • (2003) J. Process Control , vol.13 , pp. 1-26
    • Pearson, R.K.1
  • 3
    • 0026254768 scopus 로고
    • A general regression neural network
    • Specht D.F. A general regression neural network. IEEE Trans. Neural Networks 1 6 (1991) 568-576
    • (1991) IEEE Trans. Neural Networks , vol.1 , Issue.6 , pp. 568-576
    • Specht, D.F.1
  • 5
    • 0025464263 scopus 로고
    • Structure identification of nonlinear dynamic systems: a survey on input/output approaches
    • Haber R., and Unbehauen H. Structure identification of nonlinear dynamic systems: a survey on input/output approaches. Automatica 26 4 (1990) 651-677
    • (1990) Automatica , vol.26 , Issue.4 , pp. 651-677
    • Haber, R.1    Unbehauen, H.2
  • 6
    • 0036902926 scopus 로고    scopus 로고
    • Takagi-Sugeno fuzzy modelling incorporating input variables selection
    • Hadjili M.L., and Wertz V. Takagi-Sugeno fuzzy modelling incorporating input variables selection. IEEE Trans. Fuzzy Syst. 10 6 (2002) 728-742
    • (2002) IEEE Trans. Fuzzy Syst. , vol.10 , Issue.6 , pp. 728-742
    • Hadjili, M.L.1    Wertz, V.2
  • 8
    • 0034332657 scopus 로고    scopus 로고
    • Identification and control of nonlinear systems using fuzzy Hammerstein models
    • Abonyi J., Babuska R., Botto M.A., Szeifert F., and Nagy L. Identification and control of nonlinear systems using fuzzy Hammerstein models. Ind. Eng. Chem. Res. 39 (2000) 4302-4314
    • (2000) Ind. Eng. Chem. Res. , vol.39 , pp. 4302-4314
    • Abonyi, J.1    Babuska, R.2    Botto, M.A.3    Szeifert, F.4    Nagy, L.5
  • 10
    • 0035736204 scopus 로고    scopus 로고
    • Fuzzy clustering methods for identifying and modelling of non-linear control strategies
    • Akkizidis I.S., and Roberts G.N. Fuzzy clustering methods for identifying and modelling of non-linear control strategies. Proc. Inst. Mech. Eng. Part I 215 (2001) 437-452
    • (2001) Proc. Inst. Mech. Eng. Part I , vol.215 , pp. 437-452
    • Akkizidis, I.S.1    Roberts, G.N.2
  • 11
    • 0035738320 scopus 로고    scopus 로고
    • A new identification method for use in nonlinear prediction
    • Montoya F., Cipriano A., and Ramos M. A new identification method for use in nonlinear prediction. J. Intell. Fuzzy Syst. 10 (2001) 131-137
    • (2001) J. Intell. Fuzzy Syst. , vol.10 , pp. 131-137
    • Montoya, F.1    Cipriano, A.2    Ramos, M.3
  • 12
    • 0345136065 scopus 로고    scopus 로고
    • Fuzzy modelling and identification with genetic algorithm based learning
    • Wu B., and Yu X. Fuzzy modelling and identification with genetic algorithm based learning. Fuzzy Sets Syst. 113 (2000) 351-365
    • (2000) Fuzzy Sets Syst. , vol.113 , pp. 351-365
    • Wu, B.1    Yu, X.2
  • 13
    • 1642496868 scopus 로고    scopus 로고
    • Fuzzy clustering approach for accurate embedding dimension identification in chaotic time series
    • Jiang X., and Adeli H. Fuzzy clustering approach for accurate embedding dimension identification in chaotic time series. Integr. Comput. Aided Eng. 10 (2003) 287-302
    • (2003) Integr. Comput. Aided Eng. , vol.10 , pp. 287-302
    • Jiang, X.1    Adeli, H.2
  • 14
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • Takagi T., and Sugeno M. Fuzzy identification of systems and its applications to modeling and control. IEEE Trans. Syst. Man Cybern. 15 1 (1985) 116-132
    • (1985) IEEE Trans. Syst. Man Cybern. , vol.15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 15
    • 45449126257 scopus 로고
    • Structure identification of fuzzy model
    • Sugeno M., and Kang G.T. Structure identification of fuzzy model. Fuzzy Sets Syst. 28 (1988) 15-33
    • (1988) Fuzzy Sets Syst. , vol.28 , pp. 15-33
    • Sugeno, M.1    Kang, G.T.2
  • 16
    • 0016451032 scopus 로고
    • An experiment in linguistic synthesis with a fuzzy logic controller
    • Mandani E.H., and Assilian S. An experiment in linguistic synthesis with a fuzzy logic controller. Int. J. Man-Mach. Studies 7 1 (1975) 1-13
    • (1975) Int. J. Man-Mach. Studies , vol.7 , Issue.1 , pp. 1-13
    • Mandani, E.H.1    Assilian, S.2
  • 17
    • 50149120608 scopus 로고    scopus 로고
    • Application of particle swarm optimization algorithm for weighted fuzzy rule-based system, in: Proceedings of the Annual Conference of IEEE Industrial Electronics Society, IECON, Busan, Korea, pp. 2188-2191.
    • Application of particle swarm optimization algorithm for weighted fuzzy rule-based system, in: Proceedings of the Annual Conference of IEEE Industrial Electronics Society, IECON, Busan, Korea, pp. 2188-2191.
  • 22
    • 84892031805 scopus 로고    scopus 로고
    • Piecewise fuzzy reference-driven Takagi-Sugeno modelling based on particle swarm optimisation
    • Nedjah N., and Mourelle L. (Eds), Nova Science Publishers, NY, USA
    • Araujo E., and Coelho L.S. Piecewise fuzzy reference-driven Takagi-Sugeno modelling based on particle swarm optimisation. In: Nedjah N., and Mourelle L. (Eds). Systems Engineering using Swarm Particle Optimisation (2006), Nova Science Publishers, NY, USA 85-112
    • (2006) Systems Engineering using Swarm Particle Optimisation , pp. 85-112
    • Araujo, E.1    Coelho, L.S.2
  • 23
    • 5144235131 scopus 로고    scopus 로고
    • Optimizations of PID gains by particle swarm optimizations in fuzzy based automatic generation control
    • Ghoshal A.P. Optimizations of PID gains by particle swarm optimizations in fuzzy based automatic generation control. Electr. Power Syst. Res. 72 3 (2004) 203-212
    • (2004) Electr. Power Syst. Res. , vol.72 , Issue.3 , pp. 203-212
    • Ghoshal, A.P.1
  • 27
    • 84942085623 scopus 로고    scopus 로고
    • Visualizing particle swarm optimization-Gaussian particle swarm optimization
    • Indianapolis, IN, USA
    • Secrest B.R., and Lamont G.B. Visualizing particle swarm optimization-Gaussian particle swarm optimization. Proceedings of the IEEE Swarm Intelligence Symposium. Indianapolis, IN, USA (2003) 198-204
    • (2003) Proceedings of the IEEE Swarm Intelligence Symposium , pp. 198-204
    • Secrest, B.R.1    Lamont, G.B.2
  • 28
    • 50149104434 scopus 로고    scopus 로고
    • L.S. Coelho, R.A. Krohling, Predictive controller tuning using modified particle swarm optimisation based on Cauchy and Gaussian distributions, in: Soft Computing: Methodologies and Applications, Springer Engineering series in Advances in Soft Computing, 2005, pp. 287-298.
    • L.S. Coelho, R.A. Krohling, Predictive controller tuning using modified particle swarm optimisation based on Cauchy and Gaussian distributions, in: Soft Computing: Methodologies and Applications, Springer Engineering series in Advances in Soft Computing, 2005, pp. 287-298.
  • 32
    • 12444314024 scopus 로고    scopus 로고
    • A hybrid method of chaotic particle swarm optimization and linear interior for reactive power optimization
    • Chuanwen J., and Bompard E. A hybrid method of chaotic particle swarm optimization and linear interior for reactive power optimization. Math. Comput. Simul. 68 (2005) 57-65
    • (2005) Math. Comput. Simul. , vol.68 , pp. 57-65
    • Chuanwen, J.1    Bompard, E.2
  • 33
    • 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 Conver. Manage. 46 (2005) 2689-2696
    • (2005) Energy Conver. Manage. , vol.46 , pp. 2689-2696
    • Chuanwen, J.1    Bompard, E.2
  • 36
    • 0035557374 scopus 로고    scopus 로고
    • A new class of adaptive fuzzy control system applied in industrial thermal vacuum process
    • France
    • Araujo J.E., Sandri S.A., and Macau E.E.N. A new class of adaptive fuzzy control system applied in industrial thermal vacuum process. Proceedings of the of IEEE-ETFA, vol. 1. France (2001) 426-431
    • (2001) Proceedings of the of IEEE-ETFA, vol. 1 , pp. 426-431
    • Araujo, J.E.1    Sandri, S.A.2    Macau, E.E.N.3
  • 37
    • 0142196084 scopus 로고    scopus 로고
    • Structure identification of generalized adaptive neuro-fuzzy inference systems
    • Azeem M.F., Hanmandu M., and Ahmad N. Structure identification of generalized adaptive neuro-fuzzy inference systems. IEEE Trans. Fuzzy Syst. 11 5 (2003) 666-681
    • (2003) IEEE Trans. Fuzzy Syst. , vol.11 , Issue.5 , pp. 666-681
    • Azeem, M.F.1    Hanmandu, M.2    Ahmad, N.3
  • 38
    • 0742290026 scopus 로고    scopus 로고
    • Identification of complex systems based on neural and Takagi-Sugeno fuzzy model
    • Kukolj D., and Levi E. Identification of complex systems based on neural and Takagi-Sugeno fuzzy model. IEEE Trans. Syst. Man Cybern. Part B: Cybern. 34 1 (2004) 272-282
    • (2004) IEEE Trans. Syst. Man Cybern. Part B: Cybern. , vol.34 , Issue.1 , pp. 272-282
    • Kukolj, D.1    Levi, E.2
  • 39
    • 0742272554 scopus 로고    scopus 로고
    • An approach to online identification of Takagi-Sugeno fuzzy models
    • Angelov P.P., and Filev D.P. An approach to online identification of Takagi-Sugeno fuzzy models. IEEE Trans. Syst. Man Cybern. Part B: Cybern. 34 1 (2004) 484-498
    • (2004) IEEE Trans. Syst. Man Cybern. Part B: Cybern. , vol.34 , Issue.1 , pp. 484-498
    • Angelov, P.P.1    Filev, D.P.2
  • 43
    • 84879015433 scopus 로고    scopus 로고
    • Parameter selection in particle swarm optimizer
    • Porto V.W., Saravan N., Waagen D., and Eiben A.E. (Eds), Springer-Verlag, Berlin
    • Shi Y., and Eberhart R.C. Parameter selection in particle swarm optimizer. In: Porto V.W., Saravan N., Waagen D., and Eiben A.E. (Eds). Proceedings of the Annual Conference on Evolutionary Programming (1998), Springer-Verlag, Berlin 591-601
    • (1998) Proceedings of the Annual Conference on Evolutionary Programming , pp. 591-601
    • Shi, Y.1    Eberhart, R.C.2
  • 44
    • 0036464756 scopus 로고    scopus 로고
    • The particle swarm-explosion, stability, and convergence in a multidimensional complex space
    • Clerc M., and Kennedy J. The particle swarm-explosion, stability, and convergence in a multidimensional complex space. IEEE Trans. Evol. Comput. 6 1 (2002) 58-73
    • (2002) IEEE Trans. Evol. Comput. , vol.6 , Issue.1 , pp. 58-73
    • Clerc, M.1    Kennedy, J.2
  • 45
    • 0032094334 scopus 로고    scopus 로고
    • Optimizing complex functions by chaos search
    • Li B., and Jiang W. Optimizing complex functions by chaos search. Cybern. Syst. 29 4 (1998) 409-419
    • (1998) Cybern. Syst. , vol.29 , Issue.4 , pp. 409-419
    • Li, B.1    Jiang, W.2
  • 46
    • 0037803433 scopus 로고    scopus 로고
    • Chaotic sequences to improve the performance of evolutionary algorithms
    • Caponetto R., Fortuna L., Fazzino S., and Xibilia M.G. Chaotic sequences to improve the performance of evolutionary algorithms. IEEE Trans. Evol. Comput. 7 3 (2003) 289-304
    • (2003) IEEE Trans. Evol. Comput. , vol.7 , Issue.3 , pp. 289-304
    • Caponetto, R.1    Fortuna, L.2    Fazzino, S.3    Xibilia, M.G.4
  • 47
    • 27744549915 scopus 로고    scopus 로고
    • A novel immune evolutionary algorithm incorporating chaos optimization
    • Zilong G., Sun'an W., and Jian Z. A novel immune evolutionary algorithm incorporating chaos optimization. Pattern Recog. Lett. 27 1 (2006) 2-8
    • (2006) Pattern Recog. Lett. , vol.27 , Issue.1 , pp. 2-8
    • Zilong, G.1    Sun'an, W.2    Jian, Z.3
  • 48
    • 0036926869 scopus 로고    scopus 로고
    • Chaos optimization variable arguments PID controller and its application to main steam pressure regulating system
    • Beijing, China
    • Wang D.F., Han P., and Ren Q. Chaos optimization variable arguments PID controller and its application to main steam pressure regulating system. Proceedings of the International Conference on Machine Learning and Cybernetics. Beijing, China (2002) 2116-2120
    • (2002) Proceedings of the International Conference on Machine Learning and Cybernetics , pp. 2116-2120
    • Wang, D.F.1    Han, P.2    Ren, Q.3
  • 51
    • 33744741353 scopus 로고    scopus 로고
    • Application of a fuzzy neural network combined with a chaos genetic algorithm and simulated annealing to short-term load forecasting
    • Liao G.-C., and Tsao T.-P. Application of a fuzzy neural network combined with a chaos genetic algorithm and simulated annealing to short-term load forecasting. IEEE Trans. Evol. Comput. 10 (2006) 330-340
    • (2006) IEEE Trans. Evol. Comput. , vol.10 , pp. 330-340
    • Liao, G.-C.1    Tsao, T.-P.2
  • 53
    • 0037118567 scopus 로고    scopus 로고
    • A novel chaotic search for quadratic assignment problems
    • Hasegawa M., Ikeguchi T., Aihara K., and Itoh K. A novel chaotic search for quadratic assignment problems. Eur. J. Oper. Res. 139 (2002) 543-556
    • (2002) Eur. J. Oper. Res. , vol.139 , pp. 543-556
    • Hasegawa, M.1    Ikeguchi, T.2    Aihara, K.3    Itoh, K.4
  • 54
    • 0032121571 scopus 로고    scopus 로고
    • On chaotic simulated annealing
    • Wang L., and Smith K. On chaotic simulated annealing. IEEE Trans. Neural Networks 9 4 (1998) 716-718
    • (1998) IEEE Trans. Neural Networks , vol.9 , Issue.4 , pp. 716-718
    • Wang, L.1    Smith, K.2
  • 55
    • 33646363411 scopus 로고    scopus 로고
    • Global optimization method using chaos of discrete inertial gradient dynamics
    • Fukui University, Japan
    • Masuda K., and Aiyoshi E. Global optimization method using chaos of discrete inertial gradient dynamics. SICE Annual Conference in Fukui. Fukui University, Japan (2003) 3353-3358
    • (2003) SICE Annual Conference in Fukui , pp. 3353-3358
    • Masuda, K.1    Aiyoshi, E.2
  • 57
    • 33646368124 scopus 로고    scopus 로고
    • Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect
    • Coelho L.S., and Mariani V.C. Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect. IEEE Trans. Power Syst. 21 2 (2006) 989-996
    • (2006) IEEE Trans. Power Syst. , vol.21 , Issue.2 , pp. 989-996
    • Coelho, L.S.1    Mariani, V.C.2
  • 59
    • 0002591468 scopus 로고
    • A two-dimensional mapping with a strange attractor
    • Henon M. A two-dimensional mapping with a strange attractor. Commun. Math. Phys. 50 (1976) 69-77
    • (1976) Commun. Math. Phys. , vol.50 , pp. 69-77
    • Henon, M.1
  • 63
  • 64
    • 0031271866 scopus 로고    scopus 로고
    • Fuzzy logic models for ranking process effects
    • Schweizer B., Xie H., and Lee Y.C. Fuzzy logic models for ranking process effects. IEEE Trans. Fuzzy Syst. 5 4 (1997) 545-555
    • (1997) IEEE Trans. Fuzzy Syst. , vol.5 , Issue.4 , pp. 545-555
    • Schweizer, B.1    Xie, H.2    Lee, Y.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.