Gaussian mutational chaotic fruit fly-built optimization and feature selection.

•Gaussian mutation operator was introduced into FOA to avoid the premature convergence.•Chaotic local search method was adopted for enhancing the local search ability of FOA.•Extensive benchmark problems were used to verify the method.