Design of logistics operation management algorithm based on information technology on internet

被引:1
作者
Shao L. [1 ]
Huang F. [1 ]
Yang Y. [1 ]
机构
[1] School of Computer Science, Heze University, Heze
基金
中国国家自然科学基金;
关键词
Artificial fish swarm algorithm; Basic ant colony algorithm; Information technology; Internet; Logistics operation management;
D O I
10.1504/IJITM.2021.116053
中图分类号
学科分类号
摘要
Aiming at the problems of slow convergence, high cost and low efficiency when ant colony algorithm is used to solve the distribution path optimisation problem in logistics operation management, a logistics operation management algorithm based on hybrid intelligent optimisation algorithm is proposed. Based on the establishment of the optimisation model and its constraints, the initial solution of the model was obtained by artificial fish swarm algorithm in the early stage, and the updating strategy of ant pheromone concentration was selected to improve the transition probability of ant state. In the later stage, the concept of crowding degree is introduced to improve the basic ant colony algorithm and improve the ability of ant colony optimisation. The optimal solution is obtained by analysing the parameters that affect the performance. The results show that the algorithm is superior to the basic ant colony algorithm in optimisation efficiency, convergence speed and distribution cost Copyright 2021 Inderscience Enterprises Ltd.
引用
收藏
页码:299 / 315
页数:16
相关论文
共 50 条
  • [21] PRESERVICE INFORMATION TECHNOLOGY TEACHERS' INTERNET USAGE PROBLEMATIC: INTERNET INFORMATION POLLUTION
    Kurt, Adile Askim
    Firat, Mehmet
    PROBLEMS OF EDUCATION IN THE 21ST CENTURY, 2012, 41 : 28 - 41
  • [22] Design and implementation of an Internet-based health information resource
    Kahn, CE
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2000, 63 (02) : 85 - 97
  • [23] Design and Implementation of College Students Information System Based on Internet
    Peng, Guangyu
    Proceedings of the 2nd International Conference on Electronics, Network and Computer Engineering (ICENCE 2016), 2016, 67 : 70 - 73
  • [24] Information technology, the Internet, and the future of neurology
    Maulden, SA
    NEUROLOGIST, 2003, 9 (03) : 149 - 159
  • [25] Information technology for energy internet: A survey
    Wang, Jiye
    Meng, Kun
    Cao, Junwei
    Cheng, Zhihua
    Gao, Lingchao
    Lin, Chuang
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2015, 52 (05): : 1109 - 1126
  • [26] Internet privacy, technology, and personal information
    Price, Marjorie S.
    ETHICS AND INFORMATION TECHNOLOGY, 2020, 22 (02) : 163 - 173
  • [27] APPLICATION OF ASSOCIATION RULE MINING ALGORITHM BASED ON 5G TECHNOLOGY IN INFORMATION MANAGEMENT SYSTEM
    Gao, Juan
    Chen, Zidi
    SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2023, 24 (02): : 139 - 149
  • [28] Logistics and Warehousing Intelligent Management and Optimization Based on Radio Frequency Identification Technology
    Du, Chenglong
    JOURNAL OF SENSORS, 2021, 2021
  • [29] The Application of Virtualization Technology in Fusing Operation Technology and Information Technology
    Qian, Xiaolong
    Hou, Yuchen
    2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 4300 - 4304
  • [30] A Consortium Blockchain-Based Information Management System For Unmanned Vehicle Logistics
    Zhai, Manjie
    Han, Dezhi
    Chang, Chin-Chen
    Sun, Zhijie
    COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2022, 19 (02) : 935 - 955