Optimization Modeling for Logistics: Options and Implementations

被引:33
|
作者
Bartolacci, Michael R. [1 ]
LeBlanc, Larry J. [2 ]
Kayikci, Yasanur [3 ]
Grossman, Thomas A. [4 ]
机构
[1] Penn State Univ Berks, Reading, PA 19610 USA
[2] Vanderbilt Univ, Owen Grad Sch Management, Nashville, TN USA
[3] Univ Min & Met Leoben, Ind Logist Dept, A-8700 Leoben, Austria
[4] Univ Sao Francisco, BR-12900000 Braganca Paulista, SP, Brazil
关键词
optimization; spreadsheets; USES OPERATIONS-RESEARCH; SUPPLY CHAIN MODEL; DESIGN; MANAGEMENT; NETWORK; TRANSPORT; SYSTEMS;
D O I
10.1111/j.0000-0000.2012.01044.x
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Logistics optimization has significantly grown in popularity over the last few decades. Improvements in computing power, modeling software, and the willingness of companies to invest time in the modeling effort have allowed models that were once too unwieldy to solve to optimality to be solved quickly. This has led to a more wide-spread recognition by logistics managers of the potential advantages of using optimization. The scope of logistics optimization in companies and organizations has expanded to address strategic, tactical, operational, and collaborative decision making. Spreadsheets, an analytical tool familiar to managers, have played a crucial role in the expanded modeling efforts of companies. Although optimizations role in logistics has grown tremendously, there still are areas that remain to be explored that will allow it to achieve an even larger and more successful role in the management of companies. Additionally, there are some models that are still too large or too complex to currently solve to optimality, despite the advances in computing power and modeling/solving software.
引用
收藏
页码:118 / 127
页数:10
相关论文
共 50 条
  • [31] Modelling corn silage harvest logistics for a cost optimization approach
    Amiama, Carlos
    Pereira, Jose M.
    Castro, Angel
    Bueno, Javier
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2015, 118 : 56 - 65
  • [32] Bioprocess optimization under uncertainty using ensemble modeling
    Liu, Yang
    Gunawan, Rudiyanto
    JOURNAL OF BIOTECHNOLOGY, 2017, 244 : 34 - 44
  • [33] A unifying modeling abstraction for infinite-dimensional optimization
    Pulsipher, Joshua L.
    Zhang, Weiqi
    Hongisto, Tyler J.
    Zavala, Victor M.
    COMPUTERS & CHEMICAL ENGINEERING, 2022, 156
  • [34] Robust bi-level optimization of relief logistics operations
    Safaei, Abdul Sattar
    Farsad, Saba
    Paydar, Mohammad Mandi
    APPLIED MATHEMATICAL MODELLING, 2018, 56 : 359 - 380
  • [35] Value Chain-based Business Process Optimization Modeling for the Third Party Logistics Enterprise
    Shan, Hongbo
    Li, Shuxia
    Tong, Weizhong
    FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE, PTS 1-4, 2011, 44-47 : 782 - +
  • [36] Design and optimization of parking lot in an underground container logistics system
    Gao, Yinping
    Chang, Daofang
    Fang, Ting
    Luo, Tian
    COMPUTERS & INDUSTRIAL ENGINEERING, 2019, 130 (327-337) : 327 - 337
  • [37] Optimization of human-aware logistics and manufacturing systems: A comprehensive review of modeling approaches and applications
    Prunet, Thibault
    Absi, Nabil
    Borodin, Valeria
    Cattaruzza, Diego
    EURO JOURNAL ON TRANSPORTATION AND LOGISTICS, 2024, 13
  • [38] Single solid oxide fuel cell modeling and optimization
    Wen, H.
    Ordonez, J. C.
    Vargas, J. V. C.
    JOURNAL OF POWER SOURCES, 2011, 196 (18) : 7519 - 7532
  • [39] The optimization of reverse logistics cost based on value flow analysis - a case study on automobile recycling company in China
    Zhou, Zhifang
    Cai, Yanfei
    Xiao, Yixuan
    Chen, Xiaohong
    Zeng, Huixiang
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 34 (02) : 807 - 818
  • [40] Smart Cyber-Physical Manufacturing: Extended and Real-Time Optimization of Logistics Resources in Matrix Production
    Banyai, Agota
    Illes, Bela
    Glistau, Elke
    Coello Machado, Norge Isaias
    Tamas, Peter
    Manzoor, Faiza
    Banyai, Tamas
    APPLIED SCIENCES-BASEL, 2019, 9 (07):