Abstract Whale optimization algorithm, as a relatively novel swarm-based intelligence has been extensively utilized in numerous scientific and engineering fields. The intent of this work was to devise modified WOA based on multi-strategy, named MSWOA, address somewhat deficiencies the original WOA, such converging slowly, stagnating at local minima poor stability. First, tent map function is ad...