Using the Firefly Algorithm to Select Variables in a Gamma Regression Model

Abstract

The selection of variables in regression models plays an essential role in dealing with high-dimensional data. There were several methods for selecting the variables in order to obtain the best model. Regression modeling is of great interest in scientific fields, in addition to a problem in the selection of variables. In this paper, the FA is proposed to select a variable to model the gamma model.