Differential evolution based on covariance matrix learning and bimodal distribution parameter setting
Point out the drawbacks of the crossover operator and the parameter settings of differential evolution (DE). Propose a novel DE variant based on covariance matrix learning and bimodal distribution parameter setting, named CoBiDE. Verify the effectiveness of CoBiDE by many experiments.
differential evolution covariance matrix learning bimodal distribution parameter setting global numerical and engineering optimization