Using Bat Algorithm with Levy Walk to Solve Directing Orbits of Chaotic Systems

摘要：

　　Bat algorithm is a novel swarm intelligent version by simulating the bat seeking behavior.However, due to the poor exploitation, the performance is not well.Therefore, a new variant named bat algorithm with Gaussian walk is proposed in which the original uniform sample manner is replaced by one Gaussian sample.In this paper, we want to further investigate the performance with Levy sampling manner.To test its performance, three other variants of bat algorithms are employed to compare, simulation results show our modification is superior to other algorithms.

关键词： Bat algorithm Levy walk chaotic system

作者: Xingjuan Cai Lei Wang Zhihua Cui Qi Kang

作者单位: Department of Control Science and Engineering, Tongji University, 201804, China;Complex System and C Department of Control Science and Engineering, Tongji University, 201804, China Complex System and Computational Intelligence Laboratory,Taiyuan University of Science and Technolog

会议类型: 国际会议

会议名称: 8th International Conference on Intelligent Information Processing(2014年IFIP智能信息处理国际会议)

会议地点: 杭州

会议语种:英文

页码: 11-19

在线出版日期: 2014-10-01（万方平台首次上网日期，不代表论文的发表时间）