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
  • [31] Path Optimization of Intelligent Wheelchair Based on an Improved Ant Colony Algorithm
    Shen, Cheng
    Bi, Qiuping
    [J]. PROCEEDINGS OF THE 2021 IEEE 16TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2021), 2021, : 1862 - 1867
  • [32] Dynamic Path Planning Based on Adaptable Ant Colony Optimization algorithm
    Yu, Kun-Ming
    Lee, Ming-Gong
    Chi, Shih-Shih
    [J]. 2017 SIXTH INTERNATIONAL CONFERENCE ON FUTURE GENERATION COMMUNICATION TECHNOLOGIES (FGCT), 2017, : 60 - 66
  • [33] Research on Parameter Optimization of ant colony algorithm based on genetic algorithm
    Tao, Li-hua
    Shi, Peng-tao
    Bai, Jun-feng
    [J]. PROCEEDINGS OF THE 23RD INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT 2016: THEORY AND APPLICATION OF INDUSTRIAL ENGINEERING, 2017, : 131 - 136
  • [34] An investigation of parameters in ant colony optimization for a path optimization algorithm
    Gholami, Farnood
    Mahjoob, M. J.
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS, 2007, : 463 - +
  • [35] Research on Path Planning for Humanoid Robot based on Ant Colony Algorithm
    Zhang Xiaoliang
    Zhong Qiubo
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND SERVICE SYSTEM (CSSS), 2014, 109 : 310 - 313
  • [36] Path planning research based on the improved ant colony algorithm in ECDIS
    Meng, Hao
    He, Xiaopeng
    Song, Jingguo
    Liu, Zhilin
    [J]. PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 5504 - 5508
  • [37] Ant Colony Optimization Algorithm for Robot Path Planning
    Xu, Q. L.
    Zhang, D. X.
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ELECTRICAL, AUTOMATION AND MECHANICAL ENGINEERING (EAME 2015), 2015, 13 : 821 - 823
  • [38] Ant Colony Optimization algorithm for UAV path planning
    Konatowski, Stanislaw
    Pawlowski, Piotr
    [J]. 2018 14TH INTERNATIONAL CONFERENCE ON ADVANCED TRENDS IN RADIOELECTRONICS, TELECOMMUNICATIONS AND COMPUTER ENGINEERING (TCSET), 2018, : 177 - 182
  • [39] Research on global path planning based on ant colony optimization for AUV
    Wang H.-J.
    Xiong W.
    [J]. Journal of Marine Science and Application, 2009, 8 (1) : 58 - 64
  • [40] Research of Cloud Manufacturing Execution path Optimization based on adaptive Ant Colony Algorithm on Hadoop platform
    Chen, Zhi Gao
    [J]. MATERIALS SCIENCE, MECHANICAL ENGINEERING AND APPLIED RESEARCH, 2014, 628 : 417 - 420
12345