A new Collaborative Learning Strategy is proposed to generate local attractors.
The new strategy contains two operators, namely orthogonal operator and comparison operator.
The two operators cooperate with each other by using a probability parameter.
The proposed algorithm has been tested on nonlinear numerical problems which are defined in IEEE-CEC 2014.