Fertilization optimization algorithm on CEC2015 and large scale problems

Abstract This work, presents a novel optimizer called fertilization optimization algorithm, which is based on levy flight and random search within space. It biologically inspired algorithm by the of egg in reproduction mammals. The performance was compared with other algorithms CEC2015 time expensive benchmarks large scale problems. Remarkably, has overcome optimizers many cases examination comparison results are encouraging to use possible applications.