An optimization approach for an order-picking warehouse: An empirical case

被引:0
|
作者
Luu, Thanh Van [1 ]
Chromjakova, Felicita [1 ]
Bobak, Roman [1 ]
机构
[1] Tomas Bata Univ Zlin, Fac Management & Econ, Dept Ind Engn & Informat Syst, Zlin, Czech Republic
关键词
Class-based Dedicated Storage; Combinatorial Optimization; Order Picking; Sustainable Competitiveness; Travelling Salesman Problem; Warehouse Layout;
D O I
10.7441/joc.2023.04.09
中图分类号
F [经济];
学科分类号
02 ;
摘要
Order-picking optimization in a business sustainable competitiveness context is challenging due to prior studies focusing on theoretical model development with unrealistic assumptions in their algorithms and methodological validation, often neglecting practical concerns. This paper improves order-picking operations by employing combinatorial optimization as a travelling salesman problem and class-based dedicated storage models for the ATP company. The paper's originality and novelty lie in bridging the gap between academia and management, presenting an effort to connect theoretical concepts with practical optimization in order-picking warehouse operations in an environment of competitiveness. Realistic data and LINGO software were employed, revealing substantial improvements in the ATP warehouse operations through optimized pick path decisions embedded in warehouse layouts. This paper provides managerial tools for distance traveled optimization in the warehouse that yield competitive edges, enhanced supply chain efficiency and effectiveness, as well as other positive impacts on social, and environmental concerns such as labor safety, customer satisfaction, energy consumption, and CO2 emission. The paper also outlines future research directions to advance warehouse management and address sustainable competitiveness challenges, adding a new dimension to the original research.
引用
收藏
页码:154 / 178
页数:25
相关论文
共 50 条
  • [1] An algorithm for dynamic order-picking in warehouse operations
    Lu, Wenrong
    McFarlane, Duncan
    Giannikas, Vaggelis
    Zhang, Quan
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 248 (01) : 107 - 122
  • [2] ORDER-PICKING IN A RECTANGULAR WAREHOUSE - A SOLVABLE CASE OF THE TRAVELING SALESMAN PROBLEM
    RATLIFF, HD
    ROSENTHAL, AS
    OPERATIONS RESEARCH, 1983, 31 (03) : 507 - 521
  • [3] A New Genetic Algorithm for Order-Picking of Irregular Warehouse
    Zhang Haijun
    Liu Bingwu
    2009 INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY,VOL I, PROCEEDINGS, 2009, : 121 - 124
  • [4] Improving order-picking response time at retail warehouse: a case of sugar company
    Alqahtani, Ammar Y.
    SN APPLIED SCIENCES, 2023, 5 (01):
  • [5] Improving order-picking response time at retail warehouse: a case of sugar company
    Ammar Y. Alqahtani
    SN Applied Sciences, 2023, 5
  • [6] Order-picking methods: Improving order-picking efficiency
    Dukic, Goran
    Oluic, Cedomir
    ICIL 2005: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INDUSTRIAL LOGISTICS, 2005, : 103 - 111
  • [7] Optimizing order-picking warehouse designs using collaborative robots
    Tutam, Mahmut
    JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, 2024, 39 (01): : 203 - 215
  • [8] An order-picking operations system for managing the batching activities in a warehouse
    Lam, Cathy H. Y.
    Choy, K. L.
    Ho, G. T. S.
    Lee, C. K. M.
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2014, 45 (06) : 1283 - 1295
  • [9] Improving order-picking response time at Ankor's warehouse
    Dekker, R
    de Koster, MBM
    Roodbergen, KJ
    van Kalleveen, H
    INTERFACES, 2004, 34 (04) : 303 - 312
  • [10] 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