Immune Optimization Algorithm for Traveling Salesman Problem Based on Clustering Analysis and Self-Circulation

Author:

Gao Yunqiang1,Shen Yan2,Yang Zhe3,Chen Dapeng3,Yuan Mingxin1

Affiliation:

1. School of Mechanical Engineering, Jiangsu University of Science and Technology, China

2. School of Mechanical and Power Engineering, Jiangsu University of Science and Technology, China

3. Department of Robotics, Jiangsu Institute of automation, China

Funder

Natural Science Foundation of the Jiangsu Higher Education Institutions of China

Natural Science Foundation of Jiangsu Province

High-tech Ship Scientific Research Project from the Ministry of Industry and Information Technology

Publisher

ACM

Reference20 articles.

1. Parameter optimization of artificial immune algorithm based on reinforcement learning;Wang Jie;Electrical Materials,2020

2. A self-organizing RBF neural network based on distance concentration  immune algorithm;Qiao Junfei;Journal of Automatica Sinica,2020

3. Bohui Zhu , Yongsheng Ding , Hao Kangrong . 2014. Multiclass maximum margin clustering via immune evolutionary algorithm for automatic diagnosis of electrocardiogram arrhythmias. Appl. Math. Comput. 30, 9(January 2014 ), 227-229. https://doi.org/10.1016/ j.amc.2013.11.028 Bohui Zhu, Yongsheng Ding, Hao Kangrong. 2014. Multiclass maximum margin clustering via immune evolutionary algorithm for automatic diagnosis of electrocardiogram arrhythmias. Appl. Math. Comput. 30, 9(January 2014), 227-229. https://doi.org/10.1016/ j.amc.2013.11.028

4. Nabil Sabor . 2020. Gradient immune-based sparse signal reconstruction algorithm for compressive sensing. Appl. Soft Comput. 14, 12(March 2020 ), 19-34. https://doi.org/10.1016/j.asoc.2019.106032 10.1016/j.asoc.2019.106032 Nabil Sabor. 2020. Gradient immune-based sparse signal reconstruction algorithm for compressive sensing. Appl. Soft Comput. 14, 12(March 2020), 19-34. https://doi.org/10.1016/j.asoc.2019.106032

5. Lijun Shen , Zhineng Hu , Ming Chen . 2021. An immune evolutionary algorithm with punishment mechanism for public procurement expert selection. Math. Probl. Eng. 2(February 2021 ), 65-72. https://doi.org/10.1155/2021/6676635 10.1155/2021 Lijun Shen, Zhineng Hu, Ming Chen. 2021. An immune evolutionary algorithm with punishment mechanism for public procurement expert selection. Math. Probl. Eng. 2(February 2021), 65-72. https://doi.org/10.1155/2021/6676635

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