A novel parallel imperialist competitive algorithm (PICA) is presented for global optimization. The ICA is a new meta-heuristic optimization developed based on a socio-politically motivated strategy and contains two main steps: the movement of the colonies and the imperialistic competition. Here different parallel approach is utilized to improve the movement step of the algorithm. ...