In this paper, a modified flower pollination algorithm (MFPA) is proposed to improve the performance of classical and tackle nonlinear equation systems widely used in engineering science fields. addition, differential evolution (DE) integrated with MFPA strengthen its exploration operator new variant called HFPA. Those two algorithms were assessed using 23 well-known mathematical unimodal multi...