A new hybrid Modified Firefly Algorithm and Support Vector Regression model for accurate Short Term Load Forecasting

作者：

Highlights：

• The use of Modified Firefly Algorithm to estimate the SVR parameters.

• Introduction of a new modification method for the firefly algorithm.

• Comparative forecasting with ARMA, ANN, SVR-GA, SVR-HBMO, SVR-PSO and SVR-FA.

摘要

•The use of Modified Firefly Algorithm to estimate the SVR parameters.•Introduction of a new modification method for the firefly algorithm.•Comparative forecasting with ARMA, ANN, SVR-GA, SVR-HBMO, SVR-PSO and SVR-FA.

论文关键词：Support Vector Regression (SVR),Modified Firefly Algorithm (MFA),Short Term Load Forecasting (STLF),Adaptive Modification Method

论文评审过程：Available online 12 April 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.03.053