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Volumn 22, Issue 5, 2007, Pages 562-565

Predicting chaotic time series using hybrid particle swarm optimization algorithm

Author keywords

Chaotic time series; Gradient descent; Particle swarm optimization; Radial basis function neural networks

Indexed keywords

DYNAMICAL SYSTEMS; NEURAL NETWORKS; RADIAL BASIS FUNCTION NETWORKS;

EID: 34250369257     PISSN: 10010920     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (12)

References (13)
  • 2
    • 27544468884 scopus 로고    scopus 로고
    • On the prediction of chaotic time series using a new generalized radical basis funtion neural networks
    • Li J, Liu J H. On the prediction of chaotic time series using a new generalized radical basis funtion neural networks [J]. Acta Physica Sinica, 2005, 54(10): 4569-4577.
    • (2005) Acta Physica Sinica , vol.54 , Issue.10 , pp. 4569-4577
    • Li, J.1    Liu, J.H.2
  • 3
    • 0346453000 scopus 로고    scopus 로고
    • A reduced parameter second-oeder Volterra filter with application to nonlinear adaptive prediction of chaotic time series
    • Zhang J S, Xiao X C. A reduced parameter second-oeder Volterra filter with application to nonlinear adaptive prediction of chaotic time series [J]. Acta Physica Sinica, 2001, 50(7): 1248-1254.
    • (2001) Acta Physica Sinica , vol.50 , Issue.7 , pp. 1248-1254
    • Zhang, J.S.1    Xiao, X.C.2
  • 4
    • 0032301756 scopus 로고    scopus 로고
    • Predicting a chaotic time series using a fuzzy neural network
    • Maguire L P, Roche B, McGinnity T M, et al. Predicting a chaotic time series using a fuzzy neural network [J]. Information Sciences, 1998, 112(1): 125-136.
    • (1998) Information Sciences , vol.112 , Issue.1 , pp. 125-136
    • Maguire, L.P.1    Roche, B.2    McGinnity, T.M.3
  • 5
    • 24144487800 scopus 로고    scopus 로고
    • Prediction of the chaotic time series using support vector machines for fuzzy rule-based modeling
    • Cui W Z, Zhu C C, Bao W X, et al. Prediction of the chaotic time series using support vector machines for fuzzy rule-based modeling [J]. Acta Physica Sinica, 2005, 53(10): 3303-3340.
    • (2005) Acta Physica Sinica , vol.53 , Issue.10 , pp. 3303-3340
    • Cui, W.Z.1    Zhu, C.C.2    Bao, W.X.3
  • 7
    • 0029733768 scopus 로고    scopus 로고
    • Gradient radial basis function networks for nonlinear and nonstationary time series prediction
    • Chng E S, Chen S, Mulgrew B. Gradient radial basis function networks for nonlinear and nonstationary time series prediction [J]. IEEE Trans on Neural Networks, 1996, 7(1): 190-194.
    • (1996) IEEE Trans on Neural Networks , vol.7 , Issue.1 , pp. 190-194
    • Chng, E.S.1    Chen, S.2    Mulgrew, B.3
  • 8
    • 0001002401 scopus 로고
    • Approximation and radial-basis-function networks march
    • Park J Y, Irwin W Sandberg. Approximation and radial-basis-function networks march [J]. Neural Computation, 1993, 5(2): 305-316.
    • (1993) Neural Computation , vol.5 , Issue.2 , pp. 305-316
    • Park, J.Y.1    Sandberg, I.W.2
  • 10
    • 0038447911 scopus 로고    scopus 로고
    • Overview of particle swarm optimization
    • Xie X F, Zhang W J, Yang Z L. Overview of particle swarm optimization [J]. Control and Decision, 2003, 18(2): 129-134.
    • (2003) Control and Decision , vol.18 , Issue.2 , pp. 129-134
    • Xie, X.F.1    Zhang, W.J.2    Yang, Z.L.3
  • 12
    • 0033666935 scopus 로고    scopus 로고
    • Comparing inertia weights and constriction factors in particle swarm optimization
    • Piscataway
    • Eberhart R C, Shi Y. Comparing inertia weights and constriction factors in particle swarm optimization [C]. Proc of 2000 Congress Evolutionary Computation. Piscataway, 2000: 84-88.
    • (2000) Proc of 2000 Congress Evolutionary Computation , pp. 84-88
    • Eberhart, R.C.1    Shi, Y.2
  • 13
    • 0017714604 scopus 로고
    • Oscillation and chaos in physiological control systems
    • Mackey M C, Glass L. Oscillation and chaos in physiological control systems [J]. Science, 1977, (2): 287-289.
    • (1977) Science , Issue.2 , pp. 287-289
    • Mackey, M.C.1    Glass, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.