메뉴 건너뛰기




Volumn 15, Issue 4, 2007, Pages 539-544

Neural Network Nonlinear Predictive Control Based on Tent-map Chaos Optimization

Author keywords

chaos optimization; model based predictive control; neural network; nonlinear system; Tent map

Indexed keywords

COMPUTER SIMULATION; NEURAL NETWORKS; NONLINEAR ANALYSIS; NONLINEAR PROGRAMMING; OPTIMIZATION;

EID: 34548500611     PISSN: 10049541     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1004-9541(07)60121-9     Document Type: Article
Times cited : (24)

References (26)
  • 1
    • 0032455115 scopus 로고    scopus 로고
    • "Nonlinear model predictive control: Current status and future directions"
    • Henson M.A. "Nonlinear model predictive control: Current status and future directions". Computers and Chemical Engineering 23 2 (1998) 187-202
    • (1998) Computers and Chemical Engineering , vol.23 , Issue.2 , pp. 187-202
    • Henson, M.A.1
  • 2
    • 34548487457 scopus 로고    scopus 로고
    • Cutler, C.R., Ramaker B.L., "Dynamic matrix control - A computer control algorithm", In: Proc. of the American Control Conf., IEEE Press, Piscataway, NJ (1980).
  • 3
    • 0023310961 scopus 로고
    • "Generalized predictive control (I) & (II)"
    • Clarke D.W., Mohtadi C., and Tuffs P.S. "Generalized predictive control (I) & (II)". Automatica 23 2 (1987) 137-160
    • (1987) Automatica , vol.23 , Issue.2 , pp. 137-160
    • Clarke, D.W.1    Mohtadi, C.2    Tuffs, P.S.3
  • 4
    • 0038540441 scopus 로고    scopus 로고
    • "Analysis of robustness of PID-GPC based on IMC structure"
    • Chen Z.Q., Mao Z.X., Du S.Z., Sun Q.L., and Yuan Z.Z. "Analysis of robustness of PID-GPC based on IMC structure". Chin. J. Chem. Eng. 11 1 (2003) 55-61
    • (2003) Chin. J. Chem. Eng. , vol.11 , Issue.1 , pp. 55-61
    • Chen, Z.Q.1    Mao, Z.X.2    Du, S.Z.3    Sun, Q.L.4    Yuan, Z.Z.5
  • 5
    • 33745659022 scopus 로고    scopus 로고
    • "Multivariable decoupling predictive control with input constraints and its application on chemical process"
    • Su B.L., Chen Z.Q., and Yuan Z.Z. "Multivariable decoupling predictive control with input constraints and its application on chemical process". Chin. J. Chem. Eng. 14 2 (2006) 216-222
    • (2006) Chin. J. Chem. Eng. , vol.14 , Issue.2 , pp. 216-222
    • Su, B.L.1    Chen, Z.Q.2    Yuan, Z.Z.3
  • 6
    • 23444446211 scopus 로고    scopus 로고
    • "SVM with quadratic polynomial kernel function based nonlinear model one-step-ahead predictive control,"
    • Zhong W.M., He G.L., Pi D.Y., and Sun Y.X. "SVM with quadratic polynomial kernel function based nonlinear model one-step-ahead predictive control,". Chin. J. Chem. Eng. 13 3 (2005) 373-379
    • (2005) Chin. J. Chem. Eng. , vol.13 , Issue.3 , pp. 373-379
    • Zhong, W.M.1    He, G.L.2    Pi, D.Y.3    Sun, Y.X.4
  • 7
    • 20144375451 scopus 로고    scopus 로고
    • "A hybrid model predictive control for handling infeasibility and constraint prioritization"
    • Wang Y.H., Huang D.X., and Jin Y.H. "A hybrid model predictive control for handling infeasibility and constraint prioritization". Chin. J. Chem. Eng. 13 2 (2005) 211-217
    • (2005) Chin. J. Chem. Eng. , vol.13 , Issue.2 , pp. 211-217
    • Wang, Y.H.1    Huang, D.X.2    Jin, Y.H.3
  • 8
    • 0024880831 scopus 로고
    • "Multilayer feedforward network are universal approximators"
    • Hornik K., Stinchcombe M., and White H. "Multilayer feedforward network are universal approximators". Neural Networks 2 5 (1989) 359-366
    • (1989) Neural Networks , vol.2 , Issue.5 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 9
    • 0027698748 scopus 로고
    • "Approximations of continuous functionals by neural network with application to dynamics systems"
    • Chen T.P., and Chen H. "Approximations of continuous functionals by neural network with application to dynamics systems". IEEE Trans. Neural Networks 4 6 (1993) 910-918
    • (1993) IEEE Trans. Neural Networks , vol.4 , Issue.6 , pp. 910-918
    • Chen, T.P.1    Chen, H.2
  • 10
    • 0032735194 scopus 로고    scopus 로고
    • "Review of the applications of neural networks in chemical process control - Simulation and online implementation"
    • Hussian M.A. "Review of the applications of neural networks in chemical process control - Simulation and online implementation". Artificial Intelligence in Engineering 13 1 (1999) 55-68
    • (1999) Artificial Intelligence in Engineering , vol.13 , Issue.1 , pp. 55-68
    • Hussian, M.A.1
  • 11
    • 0026367993 scopus 로고
    • "Neural net based model predictive control"
    • Saint D.J., Bhat N., and McAvoy T.J. "Neural net based model predictive control". Int. J. Control 54 6 (1991) 1453-1468
    • (1991) Int. J. Control , vol.54 , Issue.6 , pp. 1453-1468
    • Saint, D.J.1    Bhat, N.2    McAvoy, T.J.3
  • 12
    • 0030399785 scopus 로고    scopus 로고
    • "Nonlinear one-step-ahead control using neural networks: Control strategy and stability design"
    • Tan Y., and Cauwenberghe A. "Nonlinear one-step-ahead control using neural networks: Control strategy and stability design". Automatica 32 12 (1996) 1701-1706
    • (1996) Automatica , vol.32 , Issue.12 , pp. 1701-1706
    • Tan, Y.1    Cauwenberghe, A.2
  • 13
    • 0030781909 scopus 로고    scopus 로고
    • "Neural-net-based direct self-turning control of nonlinear plants"
    • Ahmed M.S., and Anjum M.F. "Neural-net-based direct self-turning control of nonlinear plants". Int. J. Control. 66 1 (1997) 85-104
    • (1997) Int. J. Control. , vol.66 , Issue.1 , pp. 85-104
    • Ahmed, M.S.1    Anjum, M.F.2
  • 14
    • 0036621561 scopus 로고    scopus 로고
    • "Simple recurrent neural network-based adaptive predictive control for nonlinear systems"
    • Li X., Chen Z.Q., and Yuan Z.Z. "Simple recurrent neural network-based adaptive predictive control for nonlinear systems". Asian J. Control 4 2 (2002) 231-239
    • (2002) Asian J. Control , vol.4 , Issue.2 , pp. 231-239
    • Li, X.1    Chen, Z.Q.2    Yuan, Z.Z.3
  • 15
    • 11144233325 scopus 로고    scopus 로고
    • "Multi-variable nonlinear proportional-integral-derivative decoupling control based on recurrent neural net-works"
    • Zhang Y., Chen Z.Q., Yang P., and Yuan Z.Z. "Multi-variable nonlinear proportional-integral-derivative decoupling control based on recurrent neural net-works". Chin. J. Chem. Eng. 12 5 (2004) 677-681
    • (2004) Chin. J. Chem. Eng. , vol.12 , Issue.5 , pp. 677-681
    • Zhang, Y.1    Chen, Z.Q.2    Yang, P.3    Yuan, Z.Z.4
  • 16
    • 0030369072 scopus 로고    scopus 로고
    • Soloway, D., Haley, P.J., "Neural generalized predictive control: A Newton-Raphson implementation", In: Proc. IEEE Int. Symposium on Intelligent Control, IEEE Press, Piscataway, NJ, 277-282(1996).
  • 17
    • 0031672251 scopus 로고    scopus 로고
    • "A direct adaptive neural network control for unknown nonlinear systems and its application"
    • Noriega J.R., and Wang H. "A direct adaptive neural network control for unknown nonlinear systems and its application". IEEE Trans. Neural Networks 9 1 (1998) 27-34
    • (1998) IEEE Trans. Neural Networks , vol.9 , Issue.1 , pp. 27-34
    • Noriega, J.R.1    Wang, H.2
  • 18
    • 0032179193 scopus 로고    scopus 로고
    • "GA-based predictive control for nonlinear processes"
    • Shin S.C., and Park S.B. "GA-based predictive control for nonlinear processes". Electronics Letters 34 20 (1998) 1980-1981
    • (1998) Electronics Letters , vol.34 , Issue.20 , pp. 1980-1981
    • Shin, S.C.1    Park, S.B.2
  • 19
    • 26844571860 scopus 로고    scopus 로고
    • Wang, X., Xiao, J., "PSO-based model predictive control for nonlinear processes", In: Lecture Notes in Computer Science 3611, Springer-Verlag, Berlin, Germany, 196-203(2005).
  • 20
    • 0032094334 scopus 로고    scopus 로고
    • "Optimizing complex functions by chaos search"
    • Li B., and Jiang W.S. "Optimizing complex functions by chaos search". Cybernetics and Systems 29 4 (1998) 409-419
    • (1998) Cybernetics and Systems , vol.29 , Issue.4 , pp. 409-419
    • Li, B.1    Jiang, W.S.2
  • 21
    • 0036085693 scopus 로고    scopus 로고
    • Yu, C.C., Liu, B.D., "A backpropagation algorithm with adaptive learning rate and momentum coefficient", In: Proc. 2002 Int. Joint Conf. Neural Networks. IEEE Press. Piscataway, NJ, 1218-1223(2002).
  • 22
    • 84967693254 scopus 로고    scopus 로고
    • Steeb, W.H., The Nonlinear Workbook: Chaos, Fractals, Cellular Automata, Neural Networks, Genetic Algorithms, Gene Expression Programming, Support Vector Machine, Wavelets, Hidden Markov Models, Fuzzy Logic with C++, Java and SymbolicC++ Programs, 3rd Ed. World Science Publisher, Kackensack, NJ (2005).
  • 23
    • 0042968651 scopus 로고    scopus 로고
    • "Chaos-genetic algorithms for optimizing the operating conditions based RBF-PLS model"
    • Yan X.F., Chen D.Z., and Hu S.X. "Chaos-genetic algorithms for optimizing the operating conditions based 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
  • 24
    • 18444389480 scopus 로고    scopus 로고
    • "Improved particle swarm optimization combined with chaos"
    • Liu B., Wang L., and Jin Y.H. "Improved particle swarm optimization combined with chaos". Chaos, Solitons and Fractals 25 5 (2005) 1261-1271
    • (2005) Chaos, Solitons and Fractals , vol.25 , Issue.5 , pp. 1261-1271
    • Liu, B.1    Wang, L.2    Jin, Y.H.3
  • 25
    • 4644317288 scopus 로고    scopus 로고
    • "Simplex sliding mode control for nonlinear uncertain systems via chaos optimization"
    • Lu Z., Shieh L.S., Chen G.R., and Coleman N.P. "Simplex sliding mode control for nonlinear uncertain systems via chaos optimization". Chaos, Solitons and Fractals 23 3 (2005) 747-755
    • (2005) Chaos, Solitons and Fractals , vol.23 , Issue.3 , pp. 747-755
    • Lu, Z.1    Shieh, L.S.2    Chen, G.R.3    Coleman, N.P.4
  • 26
    • 0022471098 scopus 로고
    • "Learning representations by back-propagating errors"
    • Rumelhart D.E., Hinton G.E., and Williams R.J. "Learning representations by back-propagating errors". Nature 323 (1986) 533-536
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.