Research on Path Optimization of Automated Warehouse Based on Ant Colony Algorithm

被引：0
|
作者：
Li, Haoping [1 ]
Fang, Zifan [1 ]
Wang, Ying [1 ]
机构：
[1] Three Gorges Univ, Coll Mech & Mat, Yichang, Peoples R China
来源：
ADVANCED MANUFACTURING SYSTEMS, PTS 1-3 | 2011年 / 201-203卷
关键词：
Automated Warehouse; Path Optimization; Ant Colony Algorithm;
D O I：
10.4028/www.scientific.net/AMR.201-203.1112
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Based on analysis of the cargo selecting strategy of fixed shelf automated warehouse, the idea of path optimization is put forward and the stacker path optimization method is studied. A mathematical model of stacker operation path optimization is built to minimize the length of operation path and the operation time. The model is solved by using the ant colony optimization method. Simulation shows that chosen stacker operation path by using the optimization model and optimization algorithm, can not only reduce energy consumption and warehouse operating costs, but also improve the efficiency of goods storage.
引用
收藏
页码：1112 / 1115
页数：4
相关论文
共 50 条
  • [1] Research on Path Optimization of Automated Warehouse Based on Heuristic Ant Colony Algorithm
    Li, Jiankun
    Wang, Rui
    Wen, Siyuan
    [J]. PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 7409 - 7413
  • [2] Research on Optimization Problem of the Automated Warehouse Using an Improved Ant Colony Algorithm
    Li, Meijuan
    Chen, Xuebo
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 8716 - +
  • [3] A Novel Parallel Ant Colony Optimization Algorithm for Warehouse Path Planning
    Yu, Junqi
    Li, Ruolin
    Feng, Zengxi
    Zhao, Anjun
    Yu, Zirui
    Ye, Ziyan
    Wang, Junfeng
    [J]. JOURNAL OF CONTROL SCIENCE AND ENGINEERING, 2020, 2020
  • [4] A Fast Convergent Ant Colony Algorithm for Optimization Automated Warehouse Problem
    Wang, Gang
    Li, Meijuan
    Chen, Xuebo
    [J]. 2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 867 - 872
  • [5] Research on Seafood Logistics Path Based on Ant Colony Optimization Algorithm
    Yang, Yinsheng
    Zhang, Gang
    Du, Mei
    [J]. JOURNAL OF COASTAL RESEARCH, 2020, : 211 - 214
  • [6] Research on load scheduling of automatic warehouse system based on ant colony optimization algorithm
    Yue Wenli
    Yuan Qi
    Mei Hongbiao
    [J]. PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INNOVATION & MANAGEMENT, VOLS I AND II, 2007, : 1665 - 1670
  • [7] An Improved Ant Colony Algorithm for Order Picking Optimization Problem in Automated Warehouse
    Tang, Hai-yan
    Li, Mei-juan
    [J]. FUZZY INFORMATION AND ENGINEERING, VOLUME 2, 2009, 62 : 1537 - +
  • [8] Research on Path Planning of AGV Based on Improved Ant Colony Optimization Algorithm
    Sun, Jiuxiang
    Yu, Ya'nan
    Xin, Ling
    [J]. PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 7567 - 7572
  • [9] Warehouse Stocking Optimization Based on Dynamic Ant Colony Genetic Algorithm
    Xiao, Xiaoxu
    [J]. ADVANCES IN MATERIALS, MACHINERY, ELECTRONICS II, 2018, 1955
  • [10] The Optimal Path Planning for Warehouse Logistics AGV Based on Ant Colony Algorithm
    Zhao, Jiang
    Fei, Lipeng
    [J]. INTERNATIONAL CONFERENCE ON ELECTRICAL AND CONTROL ENGINEERING (ICECE 2015), 2015, : 180 - 185
12345