Keywords: مدل خودخواهانه غیرخطی; Energy efficiency; Neural networks; Time series forecasting; Evolutionary algorithm; ANN; Artificial Neural Network; ARIMA; Auto-Regressive Integrated Moving Average; ENN; Elman Neural Network; GA; Genetic Algorithm; LM; Levenberg-Marquadt; MA; Memetic