A New Mixed Integer Linear Programming Formulation for Dynamic Facility Layout Problem

被引:2
|
作者
Matai, R. [1 ]
Singh, S. P. [2 ]
机构
[1] Birla Inst Technol & Sci, Dept Management, Pilani, Rajasthan, India
[2] Indian Inst Technol Delhi, Dept Management Studies, Delhi, India
关键词
QAP; DFLP; Linearization;
D O I
10.1109/IEEM50564.2021.9673000
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The literature has established that the Dynamic facility layout problem (DFLP) is an NP-hard problem and very complex to solve optimally. Therefore, heuristics and metaheuristics are widely used in literature to solve DFLP. However, heuristics and metaheuristics do not give optimal solutions most of the time. Currently, the dynamic programming (DP) approach is used in literature to solve DFLP optimally. No other technique than DP is available in the literature to solve DFLP optimally. Therefore, this paper presents a linearized formulation of DFLP, a mixed-integer linear programming (MILP) model, to solve it optimally. From the author's knowledge, no such prior attempt has been made in the literature so far-two test problems of size five and periods three generated and solved in Lingo 10 software using the proposed model. The comparison of Lingo solutions with lower bounds of both problems shows that deviation is minimal (around 0.09%), suggesting MILP solutions are optimal solutions.
引用
收藏
页码:834 / 838
页数:5
相关论文
共 50 条
  • [1] A mixed integer linear programming approach for a new form of facility layout problem
    Zhang, Yipei
    Che, Ada
    2014 INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT), 2014, : 65 - 68
  • [2] A problem evolution algorithm with linear programming for the dynamic facility layout problem-A general layout formulation
    Xiao, Yiyong
    Xie, Yue
    Kulturel-Konak, Sadan
    Konak, Abdullah
    COMPUTERS & OPERATIONS RESEARCH, 2017, 88 : 187 - 207
  • [3] A new mixed integer programming formulation for facility layout design using flexible bays
    Konak, Abdullah
    Kulturel-Konak, Sadan
    Norman, Bryan A.
    Smith, Alice E.
    OPERATIONS RESEARCH LETTERS, 2006, 34 (06) : 660 - 672
  • [4] A mixed integer linear programming formulation of the maximum betweenness problem
    Savic, Aleksandar
    Kratica, Jozef
    Milanovic, Marija
    Dugosija, Djordje
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 206 (03) : 522 - 527
  • [5] Mixed Integer Linear Programming Formulation for the Taxi Sharing Problem
    Ben-Smida, Houssem E.
    Krichen, Saoussen
    Chicano, Francisco
    Alba, Enrique
    SMART CITIES, SMART-CT 2016, 2016, 9704 : 106 - 117
  • [6] A mixed integer linear programming formulation of closed loop layout with exact distances
    Niroomand, Sadegh
    Vizvari, Bela
    JOURNAL OF INDUSTRIAL AND PRODUCTION ENGINEERING, 2013, 30 (03) : 190 - 201
  • [7] A MIXED INTEGER LINEAR PROGRAMMING FORMULATION FOR UNRESTRICTED WIND FARM LAYOUT OPTIMIZATION
    Quan, Ning
    Kim, Harrison
    INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2015, VOL 2A, 2016,
  • [8] A mixed-integer programming formulation for optimizing the double row layout problem
    Amaral, Andre R. S.
    OPTIMIZATION METHODS & SOFTWARE, 2024, 39 (06): : 1428 - 1444
  • [9] A mixed-integer programming formulation of the double row layout problem based on a linear extension of a partial order
    Amaral, Andre R. S.
    OPTIMIZATION LETTERS, 2021, 15 (04) : 1407 - 1423
  • [10] A mixed-integer programming formulation of the double row layout problem based on a linear extension of a partial order
    André R. S. Amaral
    Optimization Letters, 2021, 15 : 1407 - 1423