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Volumn 5, Issue 2, 2014, Pages 196-205

Enhanced artificial bee colony for training least squares support vector machines in commodity price forecasting

Author keywords

Artificial bee colony; Commodity price forecasting; Least squares support vector machines; Levy probability distribution

Indexed keywords

ARTIFICIAL BEE COLONIES; ARTIFICIAL BEE COLONIES (ABC); BACK PROPAGATION NEURAL NETWORKS; COMMODITY PRICES; LEAST SQUARES SUPPORT VECTOR MACHINES; OPTIMIZATION TECHNIQUES; PREDICTION ACCURACY; SEARCHING STRATEGY;

EID: 84897657079     PISSN: 18777503     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jocs.2013.11.004     Document Type: Article
Times cited : (34)

References (44)
  • 1
    • 84897601087 scopus 로고    scopus 로고
    • Barchart (Online). Available: , (accessed 09.2011).
    • Barchart (Online). Available: , 2012 (accessed 09.2011). http://www.barchart.com/historicalquote.php.
    • (2012)
  • 2
    • 70350084213 scopus 로고    scopus 로고
    • Swarm intelligence in optimization
    • Springer Berlin Heidelberg, C. Blum, D. Merkle (Eds.)
    • Blum C., Li X. Swarm intelligence in optimization. Swarm Intelligence - Introduction and Applications 2008, 43-85. Springer Berlin Heidelberg. C. Blum, D. Merkle (Eds.).
    • (2008) Swarm Intelligence - Introduction and Applications , pp. 43-85
    • Blum, C.1    Li, X.2
  • 4
    • 1542273610 scopus 로고    scopus 로고
    • Evolutionary programming using mutations based on the Levy probability distribution
    • Lee C.-Y., Yao X. Evolutionary programming using mutations based on the Levy probability distribution. IEEE Transactions on Evolutionary Computation 2004, 8:1-13.
    • (2004) IEEE Transactions on Evolutionary Computation , vol.8 , pp. 1-13
    • Lee, C.-Y.1    Yao, X.2
  • 7
    • 35148821762 scopus 로고    scopus 로고
    • A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm
    • Karaboga D., Basturk B. A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm. Journal Global Optimization 2007, 39:459-471.
    • (2007) Journal Global Optimization , vol.39 , pp. 459-471
    • Karaboga, D.1    Basturk, B.2
  • 9
    • 35748979122 scopus 로고    scopus 로고
    • Infrared spectroscopy technique for the nondestructive measurement of fat content in milk powder
    • Wu D., Feng S., He Y. Infrared spectroscopy technique for the nondestructive measurement of fat content in milk powder. Journal Dairy Science 2007, 90:3613-3619.
    • (2007) Journal Dairy Science , vol.90 , pp. 3613-3619
    • Wu, D.1    Feng, S.2    He, Y.3
  • 18
    • 84897661650 scopus 로고    scopus 로고
    • Available: (retrieved 15.03.12)
    • McCulloch J.H. J. Huston McCulloch 1996, Available: http://www.econ.ohio-state.edu/jhm/jhm.html (retrieved 15.03.12).
    • (1996) J. Huston McCulloch
    • McCulloch, J.H.1
  • 22
    • 0036881676 scopus 로고    scopus 로고
    • An optimizing method based on autonomous animals: fish-swarm algorithm
    • Li L.X., Shao Z.J., Qian J.X. An optimizing method based on autonomous animals: fish-swarm algorithm. System Engineering Theory and Practice 2002, 22:32-38.
    • (2002) System Engineering Theory and Practice , vol.22 , pp. 32-38
    • Li, L.X.1    Shao, Z.J.2    Qian, J.X.3
  • 35
    • 78751613501 scopus 로고    scopus 로고
    • Forecasting stock markets using wavelet transforms and recurrent neural networks: an integrated system based on artificial bee colony algorithm
    • Hsieh T.-J., Hsiao H.-F., Yeh W.-C. Forecasting stock markets using wavelet transforms and recurrent neural networks: an integrated system based on artificial bee colony algorithm. Applied Soft Computing 2011, 11:2510-2525.
    • (2011) Applied Soft Computing , vol.11 , pp. 2510-2525
    • Hsieh, T.-J.1    Hsiao, H.-F.2    Yeh, W.-C.3
  • 37
    • 81855214227 scopus 로고    scopus 로고
    • The analysis of forecasting performance by using time series data for two Mediterranean Islands
    • Yorucu V. The analysis of forecasting performance by using time series data for two Mediterranean Islands. Review of Social, Economic & Business Studies 2003, 2:175-196.
    • (2003) Review of Social, Economic & Business Studies , vol.2 , pp. 175-196
    • Yorucu, V.1
  • 42
    • 84897598369 scopus 로고    scopus 로고
    • Share price prediction using wavelet transform and ant colony optimization for parameters optimization in SVM
    • Fang X.-Y., Bai T. Share price prediction using wavelet transform and ant colony optimization for parameters optimization in SVM. Proceedings of the Global Congress on Intelligent System 2009.
    • (2009) Proceedings of the Global Congress on Intelligent System
    • Fang, X.-Y.1    Bai, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.