Solving the multi-stage portfolio optimization problem with a novel particle swarm optimization

► We propose a drift particle swarm optimization (DPSO) algorithm. ► DPSO is applied to solve multi-stage portfolio optimization (MSPO) problems. ► MSPO problems with data from S&P 100 index are tested by DPSO and other algorithms. ► DPSO outperforms its competitors in solving the MSPO problems.