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

来源：

International Journal of Information Technology and Management | 2021年 / 20卷 / 03期

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

页码：299 / 315

页数：16

共 50 条

[41] An information technology benchmarking study of logistics providers in Thailand [J].

Naenna, T. ;

Dokkulab, A. .

Annals of DAAAM for 2005 & Proceedings of the 16th International DAAAM Symposium: INTELLIGENT MANUFACTURING & AUTOMATION: FOCUS ON YOUNG RESEARCHES AND SCIENTISTS, 2005, :255-256

[42] Application of Computer Internet Technology and Cloud Computing in the Intelligent Information Management Database of Students [J].

Li, Jiapeng .

2022 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, BIG DATA AND ALGORITHMS (EEBDA), 2022, :924-930

[43] Information technology in watershed management decision making [J].

Miller, RC ;

Guertin, DP ;

Heilman, P .

JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION, 2004, 40 (02) :347-357

[44] Auditing multiple design projects - An Internet-based approach of design management [J].

Wu, HJ ;

Hsu, HW .

PROCEEDINGS OF THE 2000 IEEE INTERNATIONAL CONFERENCE ON MANAGEMENT OF INNOVATION AND TECHNOLOGY, VOLS 1 AND 2: MANAGEMENT IN THE 21ST CENTURY, 2000, :468-472

[45] Development of internet-based ship technical information management system [J].