A novel multi-objective particle swarm optimization with multiple search strategies.

•Two search strategies are designed for updating the velocity of each particle.•An evolutionary search strategy is performed on the external archive of PSO.•A new definition of personal-best and global-best particles is given.•A novel multi-objective PSO is designed based on decomposition approach.