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AB $ و?@ <ر=ن < EN9:; = EF G! ; H $ IJK L $ M U ز=ر VD RS م OPQ =ن C F && ET &#]E *W [) -*de & U 8 K I ˆ' K,F a.. 8 (e,e FE K,t() YE, RA >' 4.E 6 6, &FE I' *' P* H$G,D 8E &F 8G,# 8 &86B CD 9 89$ E B 8 * A 6 6, &FE K11 $3 O F " K,( SN# &?18 H &*3' P FE A,.E L, MN. 8 6 8E K,#. A/./ HB,,.E QR3 SN# 0,3 6 6, &FE 8E KNE L,#,i 8E 6 L,. &IE `f K &*6 A#( F " 5E 8 (/[# A 0u# F &86 &1(/[# */ *$) 8E 6 ` F,`.E HG,? U. 0u# A E *$EW., 8.'1 i P ƒ * A"/ &1(/[# F &"$/) U. `f &E. &(.B fd A/ 8E.,D &1(/[# MN.,E. ET 8E F,D #g"#.fne e,e FE E T 8E /, 6 &85,# E #,/ >g# K1B, b` 869 "$/) K,F m. ),3, [) &8" >F, &E *de &".E' (.,6 F. A/ &U F.E &"$/) & /, U 8 K K# e,e FE F / & E K. \$7 )5 8 8" 8.' (/5#,1 [) 8" [) -!.^ K,t( &v9 9 [1] Hadavandi, E., H. Shavandi, A., (2010). Ghanbari, Integration of genetic fuzzy systems and artificial neural networks for stock price forecasting. Knowledge Based System, 23, 800 808. [2] Hadavandi, E., et al., (2011). Tourist arrival forecasting by evolutionary fuzzy systems. Tourism Management, 32(5), 1196-1203. [3] Efendigil, T., Önüt, S., Kahraman, C., (2009). A decision support system for demand forecasting with artificial neural networks and neuro-fuzzy models: A comparative analysis. Expert Systems with Applications, 36(3), 6697-6707. [4] Azadeh, A., Saberi, M., Asadzadeh, S. M., (2011). An adaptive network based fuzzy inference system auto regression analysis of variance algorithm for improvement of oil consumption estimation and policy making: The cases of Canada, United Kingdom, and South Korea. Applied Mathematical Modelling. 35(2), 581-593. [5] Konar, (2005). Computational Intelligence: Principles, techniques. Berlin. Springer. [6] Khashei, M., Bijari, M., (2010). An artificial neural network ) p, d,q) model for timeseries forecasting. Expert Systems with Applications, 37, 479 489. [7] Khashei, M., Hejazi, S. R., Bijari, M., (2008). A new hybrid artificial neural networks and fuzzy regression model for time series forecasting. 159, 769-789. [8] Virtanen, I., Yli-Olli, P., (1990). Working's effect revisited Fitting univariate time series to stock price data. Omega. 18(3), 229-230. [9] Grillenzoni, C., (1998). Forecasting unstable and nonstationary time series. International Journal of Forecasting, 14(4). 469-482. 48

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