IBMRFO: Improved binary manta ray foraging optimization with chaotic tent map and adaptive somersault factor for feature selection

Kunpeng Zhang, Yanheng Liu, Xue Wang, Fang Mei, Hui Kang, Geng Sun

Abstract: Highlights•Novel chaotic tent map for population initialization from evolutionary computation.•Optimization methods based on enhanced evolutionary computation.•Adaptive factor enhances convergence rate and search efficiency of algorithm.•Extensive numerical and scientific simulations for verifications with UCI dataset.