Genetic algorithms for route optimization in the picking problem

被引：0

作者：

Casarrubias Vargas, Heriberto ^{[1
]}

Vasquez Godinez, Noe ^{[1
]}

Chavez Hernandez, Maribel ^{[1
]}

Gavino Ortiz, Gabriela ^{[1
]}

机构：

[1] Ctr Univ UAEM Valle Mexico, Blvd Univ S-N Predio San Javier, Atizapan De Zaragoza, Estado De Mexic, Mexico

来源：

INTERNATIONAL JOURNAL OF COMBINATORIAL OPTIMIZATION PROBLEMS AND INFORMATICS | 2021年 / 12卷 / 02期

关键词：

Genetic Algorithms; Picking Problem; Travel Time Optimization; Heuristic algorithms;

D O I：

暂无

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

The picking problem is part of the item picking problem in a warehouse for a given order and is the most expensive in the process; Optimizing the item collection time is essential because it is a bottleneck in the service rate of orders fulfilled and has a significant impact on the efficiency of the supply chain. This work proposes a strategy to reduce the picking time by minimizing the route using a genetic algorithm; a comparison is performed with other heuristic strategies in warehouses with different morphologies and considering orders of different sizes.

引用

页码：32 / 46

页数：15

共 50 条

[21] CONCEPTS OF GENETIC ALGORITHMS AND THEIR APPLICATION TO THE FREIGHT OPTIMIZATION PROBLEM IN COMMERCIAL SHIPPING
KOPFER, H
OR SPEKTRUM, 1992, 14 (03) : 137 - 147
[22] An Investigative Study of Genetic Algorithms to Solve the DNA Assembly Optimization Problem
Bennaceur, Hachemi
Almutairy, Meznah
Alqhtani, Nora
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (10) : 139 - 150
[23] Application of Genetic Algorithms for Power Allocation as Optimization Problem with Linear Constraints
Shevchenko, Victor
Fedorenko, Roman
PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY (ICIT 2017), 2017, : 469 - 474
[24] Genetic algorithms for autonomic route discovery
Gelenbe, Erol
Liu, Peixiang
Laine, Jeremy
DIS 2006: IEEE WORKSHOP ON DISTRIBUTED INTELLIGENT SYSTEMS: COLLECTIVE INTELLIGENCE AND ITS APPLICATIONS, PROCEEDINGS, 2006, : 371 - +
[25] Three-dimensional multi-pipe route optimization based on genetic algorithms
Wang, Huanlong
Zhao, Cuilian
Yan, Weichun
Feng, Xiaowei
KNOWLEDGE ENTERPRISE: INTELLIGENT STRATEGIES IN PRODUCT DESIGN, MANUFACTURING, AND MANAGEMENT, 2006, 207 : 177 - +
[26] A BICRITERIA APPROACH FOR ORDER PICKING OPTIMIZATION PROBLEM IN WAREHOUSE
Kubek, Daniel
Wiecek, Pawel
INTERNATIONAL CONFERENCE ON TRAFFIC AND TRANSPORT ENGINEERING (ICTTE 2018), 2018, : 105 - 112
[27] Research on the Order Picking Optimization Problem of the Automated Warehouse
Ma Shuhua
Hao Yanzhu
CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 990 - +
[28] Research on the order picking optimization problem of the AS/RS in FMS
Liu, Weiwei
Zhao, Hong
PROCEEDINGS OF THE 2007 CONFERENCE ON SYSTEMS SCIENCE, MANAGEMENT SCIENCE AND SYSTEM DYNAMICS: SUSTAINABLE DEVELOPMENT AND COMPLEX SYSTEMS, VOLS 1-10, 2007, : 1427 - 1431
[29] The optimization research of manual picking based on genetic algorithm
Zhou, Li
Guo, Jian
Zhu, Jie
Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2014, 34 : 58 - 61
[30] PICKING A ROUTE TO CLEANLINESS
FARQUHARSON, GJ
MANUFACTURING CHEMIST, 1987, 58 (09): : 39 - &

← 1 2 3 4 5 →