A Kind of Chicken Swarm Algorithm Based on Elite Reverse Learning
Zhen Dai, Hamid A. Jalab, Shirui Liu · 2020
In view of the drawbacks of chicken swarm algorithm, such as the fall into local optimization and slow optimizing speed, an improved strategy is proposed in this paper. The convergence speed and optimization accuracy of the algorithm are improved by elite reverse learning strategy. Adaptive Cauchy mutation strategy is applied to avoid the algorithm falling into local optimal in the late iteration, that is, elite reverse learning chicken algorithm with adaptive Cauchy mutation. The optimization performance of the improved algorithm is verified by the test function, and the numerical analysis of the simulation experiment shows that the improved algorithm has more powerful optimization capability than other improved algorithms.