Research on the Application of Genetic Algorithm in Logistics Location

被引:0
作者
Zhang, Xiaoxi [1 ]
Yin, Yong [1 ]
机构
[1] Dalian Maritime Univ, Minist Commun, Key Lab Marine Simulat & Control, Dalian, Peoples R China
来源
2017 4TH INTERNATIONAL CONFERENCE ON INFORMATION, CYBERNETICS AND COMPUTATIONAL SOCIAL SYSTEMS (ICCSS) | 2017年
关键词
logistics; distribution; location; genetic algorithm;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The location problem of logistics center is the key process of logistics distribution, in order to improve the accuracy of the location of logistics center, this paper according to the parallelism and characteristics of global optimization of genetic algorithm. A method based on genetic algorithm is proposed to solve the problem of logistics center location, and set up with the minimum total cost as the objective function of the logistics center location model, using MATLAB genetic algorithm toolbox (GA) design a genetic algorithm for the model. Finally using a simple example elaborate the specific application of the model, get the address of the logistics center with the lowest total cost and verify the feasibility of it show that compared with the other algorithm. The logistics center location model based on genetic algorithm is simple, efficient and easy to spread. It is more effective than other algorithms to solve the problem of logistics center location
引用
收藏
页码:435 / 438
页数:4
相关论文
共 50 条
  • [41] Application of a genetic algorithm to the fuel reload optimization for a research reactor
    Do, Binh Quang
    Nguyen, Lan Phuoc
    APPLIED MATHEMATICS AND COMPUTATION, 2007, 187 (02) : 977 - 988
  • [42] Research and Application of Genetic Algorithm Based on variable crossover probability
    Zhao, Bingxu
    Xiong, Zhenkai
    2017 INTERNATIONAL CONFERENCE ON VIRTUAL REALITY AND VISUALIZATION (ICVRV 2017), 2017, : 156 - 159
  • [43] The Application of Genetic Algorithm in Land Use Optimization Research: A Review
    Ding, Xiaoe
    Zheng, Minrui
    Zheng, Xinqi
    LAND, 2021, 10 (05)
  • [44] Research of Working-areas Layout Study Method in Logistics Park Based on Genetic Algorithm
    Xie, Fang
    Ji, Shouwen
    Tong, Lu
    Ma, Jinfeng
    IEEE/SOLI'2008: PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS, VOLS 1 AND 2, 2008, : 1365 - 1370
  • [45] Research on the Application of Using Genetic algorithm In Military materials delivery
    Zhang Wujun
    CURRENT TRENDS IN THE DEVELOPMENT OF INDUSTRY, PTS 1 AND 2, 2013, 785-786 : 1399 - 1402
  • [46] Numerical simulation techniques research and application in genetic algorithm design
    Peng, Y. (yamianpeng@yeah.net), 1600, Bentham Science Publishers B.V., P.O. Box 294, Bussum, 1400 AG, Netherlands (08): : 63 - 68
  • [47] Research of RFID Application in the Logistics System
    Liu, Hong
    WenxuanLuo
    SEVENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS I-III: UNLOCKING THE FULL POTENTIAL OF GLOBAL TECHNOLOGY, 2008, : 2365 - 2370
  • [48] Research on e-commerce logistics distribution path planning based on Improved Genetic Algorithm
    Lan L.
    International Journal of Circuits, Systems and Signal Processing, 2022, 16 : 202 - 208
  • [49] A Genetic Algorithm based Approach for Capacitated Location/Allocation Problems
    Yin, Yuwei
    Cao, Buyang
    2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 25 - 28
  • [50] Research and Application of Multiple Regression Analysis Based on Genetic Algorithm
    Tang Chan-yi
    Lin Man-shan
    ITESS: 2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES, PT 2, 2008, : 256 - 261