Comprehensive Learning Polynomial Auto-Regressive Model based on Optimization with Application of Time Series Forecasting

Nastaran Darjani; Hesam Omranpour

Volume 5, Issue 1 , March 2022, , Pages 43-50


  Nowadays time series analysis is an important challenge in engineering problems. In this paper, we proposed the Comprehensive Learning Polynomial Autoregressive Model (CLPAR) predict linear and nonlinear time series. The presented model is based on the autoregressive (AR) model but developed in a polynomial ...  Read More