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

页码：435 / 438

页数：4

共 50 条

[31] Research on Location Characteristics of Logistics Industry in Wuhan Based on Spatial Syntax and POI
Tu, Min
Zou, Qi
Chen, Zhuorui
2019 5TH INTERNATIONAL CONFERENCE ON TRANSPORTATION INFORMATION AND SAFETY (ICTIS 2019), 2019, : 1330 - 1336
[32] Research on the Optimization Problem of Agricultural Product Logistics based on Genetic Algorithm Genetic under the Background of Sharing Economy
Wang, Na
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (12) : 812 - 820
[33] A Genetic based Algorithm to a Dynamic Logistics Problem
You, P. -S.
Chen, T. -C.
Hsieh, Y. -C.
Lee, Y. -C.
THIRD 2008 INTERNATIONAL CONFERENCE ON CONVERGENCE AND HYBRID INFORMATION TECHNOLOGY, VOL 2, PROCEEDINGS, 2008, : 1194 - 1203
[34] Research on the integrated analysis method of logistics center location
Zhou, XY
Wang, YR
Liu, ZF
PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1 AND 2: MODERN INDUSTRIAL ENGINEERING AND INNOVATION IN ENTERPRISE MANAGEMENT, 2005, : 333 - 336
[35] An Improved Genetic Algorithm for Routing of Logistics Vehicles
Wang, Xue-yuan
4TH INTERNATIONAL CONFERENCE ON ECONOMICS AND MANAGEMENT (ICEM), 2017, : 455 - 459
[36] An application of genetic algorithm for multi-dimensional competitive facility location problem
Uno, T
Hanaoka, S
Sakawa, M
INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, 2005, : 3276 - 3280
[37] The Application of Improved Genetic Algorithm in Gate Location Optimization of Plastic Injection Molding
Chen Xi
Wang Xi-cheng
MANUFACTURING PROCESS AND EQUIPMENT, PTS 1-4, 2013, 694-697 : 2721 - +
[38] Distribution center location optimization of waterborne petroleum logistics based on genetic algorithm (ID: 3-010)
Chu Liangyong
Xie Xinlian
Zhang Ruxiu
PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-5: INDUSTRIAL ENGINEERING AND MANAGEMENT INNOVATION IN NEW-ERA, 2006, : 982 - 986
[39] Research on logistics handing agv picking route optimization method based on improved genetic algorithm
Li, Juntao
Hao, Yan
Liu, Yinhong
PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS, ENVIRONMENT, BIOTECHNOLOGY AND COMPUTER (MMEBC), 2016, 88 : 2323 - 2328
[40] Research on airfreight loading optimization of e-commerce logistics based on improved genetic algorithm
Zhang J.
International Journal of Mechatronics and Applied Mechanics, 2021, 1 (09): : 45 - 50

← 1 2 3 4 5 →