Abstract To solve the problems of whale optimization algorithm (WOA) with slow convergence speed, low accuracy, and poor global search ability, a multistrategy hybrid adaptive (MHWOA) was proposed. In this algorithm, logistic–tent chaos used to initialize population, which could make population distribution more random uniform. The opposition-based learning strategy adopted expand individuals c...