Multi-objective particle swarm optimization algorithm based on objective space division for the unequal-area facility layout problem.

•A model of the unequal-area facility layout problem is described.•A modified multi-objective particle swarm optimization algorithm is proposed.•We apply the heuristic strategy to update layout.•The gradient method is applied to execute local search.•The objective space division method is used to find the Pbest and Gbest.