A bi-population based estimation of distribution algorithm for the flexible job-shop scheduling problem

► Bi-population based estimation of distribution algorithm. ► Probability model and updating mechanism. ► Splitting and combination criteria. ► Local search strategy based on critical path. ► Investigate the influence of parameters based on design of experiment.