메뉴 건너뛰기




Volumn 41, Issue 5, 2009, Pages 2681-2689

Linear combination rule in genetic algorithm for optimization of finite impulse response neural network to predict natural chaotic time series

Author keywords

[No Author keywords available]

Indexed keywords

CHAOTIC SYSTEMS; CONJUGATE GRADIENT METHOD; GENETIC ALGORITHMS; GEOMAGNETISM; GLOBAL OPTIMIZATION; IMPULSE RESPONSE; MULTILAYER NEURAL NETWORKS; TIME SERIES;

EID: 67649331951     PISSN: 09600779     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chaos.2008.09.057     Document Type: Article
Times cited : (21)

References (17)
  • 2
    • 0036643128 scopus 로고    scopus 로고
    • Neural reconstruction of Lorenz attractors by an observable
    • Cannas B., and Cincotti S. Neural reconstruction of Lorenz attractors by an observable. Chaos, Solitons and Fractals 14 (2002) 81-86
    • (2002) Chaos, Solitons and Fractals , vol.14 , pp. 81-86
    • Cannas, B.1    Cincotti, S.2
  • 3
    • 0035441349 scopus 로고    scopus 로고
    • Prediction of noisy chaotic time series using an optimal radial basis function neural network
    • Leung H., Lo T., and Wang S. Prediction of noisy chaotic time series using an optimal radial basis function neural network. IEEE Trans Neural Networks 12 5 (2001) 1163-1172
    • (2001) IEEE Trans Neural Networks , vol.12 , Issue.5 , pp. 1163-1172
    • Leung, H.1    Lo, T.2    Wang, S.3
  • 4
    • 39149118352 scopus 로고    scopus 로고
    • Identification of chaotic systems by neural network with hybrid learning algorithm
    • Shing-Tai P., and Chih-Chin L. Identification of chaotic systems by neural network with hybrid learning algorithm. Chaos, Solitons and Fractals 37 (2008) 233-244
    • (2008) Chaos, Solitons and Fractals , vol.37 , pp. 233-244
    • Shing-Tai, P.1    Chih-Chin, L.2
  • 5
    • 67349200040 scopus 로고    scopus 로고
    • Long-term prediction of chaotic time series with multi-step prediction horizons by a neural network with Levenberg-Marquardt learning algorithm
    • Mirzaee H. Long-term prediction of chaotic time series with multi-step prediction horizons by a neural network with Levenberg-Marquardt learning algorithm. Chaos, Solitons and Fractals 41 4 (2009) 1975-1979
    • (2009) Chaos, Solitons and Fractals , vol.41 , Issue.4 , pp. 1975-1979
    • Mirzaee, H.1
  • 9
    • 40949083470 scopus 로고    scopus 로고
    • Optimizing Markovian modeling of chaotic systems with recurrent neural networks
    • Cechin A.L., Pechmann D.R., and de Oliveira L.P.L. Optimizing Markovian modeling of chaotic systems with recurrent neural networks. Chaos, Solitons and Fractals 37 (2008) 1317-1327
    • (2008) Chaos, Solitons and Fractals , vol.37 , pp. 1317-1327
    • Cechin, A.L.1    Pechmann, D.R.2    de Oliveira, L.P.L.3
  • 11
    • 67649344658 scopus 로고    scopus 로고
    • Wan E. Finite impulse response neural networks for autoregressive time series prediction. In: Proceeding of the NATO advanced workshop on time series prediction and analysis, Sante Fe, NM, May 14-17 1992.
    • Wan E. Finite impulse response neural networks for autoregressive time series prediction. In: Proceeding of the NATO advanced workshop on time series prediction and analysis, Sante Fe, NM, May 14-17 1992.
  • 12
    • 0034000225 scopus 로고    scopus 로고
    • Real time Kp predictions from solar wind data using neural networks
    • Boberg F., Wintoft P., and Lundstedt H. Real time Kp predictions from solar wind data using neural networks. Phys Chem Earth 25 4 (2000) 275-280
    • (2000) Phys Chem Earth , vol.25 , Issue.4 , pp. 275-280
    • Boberg, F.1    Wintoft, P.2    Lundstedt, H.3
  • 14
    • 33645754948 scopus 로고    scopus 로고
    • Multi-step prediction of Dst index using singular spectrum analysis and locally linear neurofuzzy modeling
    • Sharifi J., Araabi B.N., and Lucas C. Multi-step prediction of Dst index using singular spectrum analysis and locally linear neurofuzzy modeling. Earth Planets Space 58 (2006) 331-341
    • (2006) Earth Planets Space , vol.58 , pp. 331-341
    • Sharifi, J.1    Araabi, B.N.2    Lucas, C.3
  • 15
    • 67349121493 scopus 로고    scopus 로고
    • Locally linear neurofuzzy modeling and prediction of geomagnetic disturbances based on solar wind conditions
    • Sharifi J., Lucas C., and Araabi B.N. Locally linear neurofuzzy modeling and prediction of geomagnetic disturbances based on solar wind conditions. Space Weather 4 (2006) 1-12
    • (2006) Space Weather , vol.4 , pp. 1-12
    • Sharifi, J.1    Lucas, C.2    Araabi, B.N.3
  • 17
    • 0017714604 scopus 로고
    • Oscillation and chaos in physiological control systems
    • Mackey M., and Glass L. Oscillation and chaos in physiological control systems. Science 197 (1977) 287
    • (1977) Science , vol.197 , pp. 287
    • Mackey, M.1    Glass, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.