Research of Generalized Ant Colony Algorithm for Logistics and Distribution

被引：1

作者：

Zhang, Daiyuan ^{[1
]}

Zhao, Hua ^{[1
]}

机构：

[1] Nanjing Univ Posts & Telecommun, Coll Comp, Nanjing 210003, Jiangsu, Peoples R China

来源：

APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY | 2014年 / 513-517卷

关键词：

Ant Colony Optimization; Generalized Ant Colony Optimization Algorithm; NP-hard; Logistics; Vehicle Routing Problem;

D O I：

10.4028/www.scientific.net/AMM.513-517.691

中图分类号：

TU [建筑科学];

学科分类号：

0813 ;

摘要：

Logistics and distribution problem, in essence, is the vehicle routing problem, belonging to NP-hard problem. For drawbacks of basic ant algorithm such as searching for a long time, easy to fall into local optimum, generalized ant colony algorithm has been proposed. Applying the generalized ant colony algorithm to logistics and distribution problem can improve the utilization of the vehicle; reduce transportation costs and achieve the purpose of scientific management of logistics.

引用

页码：691 / 694

页数：4

共 50 条

[31] The Ant Colony Algorithm Based on Logic Time Petri Nets and Application in Electronic-Commerce Logistics
Liu, Xinying
Liu, Wei
Liu, Taian
Sun, Hongwei
IEEE ACCESS, 2019, 7 : 169011 - 169017
[32] Research on Continuous Ant Colony Optimization Algorithm and Application in Neural Network Modeling
Chen, Zengqiang
Wang, Chen
JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2014, 22 (03) : 317 - 340
[33] Research on an improved ant colony optimization algorithm for solving traveling salesmen problem
Lei, Wenli
Wang, Fubao
International Journal of Database Theory and Application, 2016, 9 (09): : 25 - 36
[34] Vehicle Routing Problem Research Based on Genetic-ant Colony Algorithm
Zhang Liangzhi
Hou Yimeng
Li Peide
2008 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2008, : 1946 - +
[35] An Effective Clustering Algorithm With Ant Colony
Liu, Xiaoyong
Fu, Hui
JOURNAL OF COMPUTERS, 2010, 5 (04) : 598 - 605
[36] Research on the hybrid ant colony labor division algorithm with optimization and its application
Xiao Renbin
Zhang Qiang
Zhang Xinhui
GLOBALIZATION CHALLENGE AND MANAGEMENT TRANSFORMATION, VOLS I - III, 2007, : 82 - 89
[37] Commodity Search Algorithm based on Ant Colony Algorithm
Liu, Zhishuo
Han, Zhuonan
2020 IEEE INTL SYMP ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, INTL CONF ON BIG DATA & CLOUD COMPUTING, INTL SYMP SOCIAL COMPUTING & NETWORKING, INTL CONF ON SUSTAINABLE COMPUTING & COMMUNICATIONS (ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM 2020), 2020, : 1074 - 1081
[38] MC-ANT: A Multi-Colony Ant Algorithm
Melo, Leonor
Pereira, Francisco
Costa, Ernesto
ARTIFICIAL EVOLUTION, 2010, 5975 : 25 - 36
[39] Optimization Research of Logistics Distribution Routing based on Heuristic Algorithm
Jie, Lv
Lin, Zhao
FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY III, PTS 1-3, 2013, 401 : 2175 - 2178
[40] Ant Colony Optimization and Genetic Algorithm for Fuzzy Stochastic Production-Distribution Planning
Sakalli, Umit Sami
Atabas, Irfan
APPLIED SCIENCES-BASEL, 2018, 8 (11):

← 1 2 3 4 5 →