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Forecasting time series with genetic programming based on least square method

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Publication:741884
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DOI10.1007/s11424-014-3295-2zbMath1294.93087OpenAlexW2039378868MaRDI QIDQ741884

Anqiang Huang, Meng Li, Jian Li, Feng-mei Yang

Publication date: 15 September 2014

Published in: Journal of Systems Science and Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11424-014-3295-2


zbMATH Keywords

forecasttime seriesleast square methodgenetic programming


Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Economic time series analysis (91B84) Approximation methods and heuristics in mathematical programming (90C59) Least squares and related methods for stochastic control systems (93E24)


Related Items (2)

A novel hybrid FA-based LSSVR learning paradigm for hydropower consumption forecasting ⋮ Time-series event-based prediction: an unsupervised learning framework based on genetic programming



Cites Work

  • A wavelet approach for factor-augmented forecasting
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