Solution approaches for the cutting stock problem with setup cost

被引:32
|
作者
Mobasher, Azadeh [1 ]
Ekici, Ali [1 ]
机构
[1] Univ Houston, Dept Ind Engn, Houston, TX 77204 USA
关键词
Cutting stock problem; Setup cost; Heuristics; Column generation; Local search; LINEAR-PROGRAMMING APPROACH; BIN-PACKING; PATTERN MINIMIZATION; TRIM LOSS; ALGORITHM; NUMBER;
D O I
10.1016/j.cor.2012.06.007
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we study the Cutting Stock Problem with Setup Cost (CSP-S) which is a more general case of the well-known Cutting Stock Problem (CSP). In the classical CSP, one wants to minimize the number of stock items used while satisfying the demand for smaller-sized items. However, the number of patterns/setups to be performed on the cutting machine is ignored. In most cases, one has to find the trade-off between the material usage and the number of setups in order to come up with better production plans. In CSP-S, we have different cost factors for the material and the number of setups, and the objective is to minimize total production cost including both material and setup costs. We develop a mixed integer linear program and analyze a special case of the problem. Motivated by this special case, we propose two local search algorithms and a column generation based heuristic algorithm. We demonstrate the effectiveness of the proposed algorithms on the instances from the literature. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:225 / 235
页数:11
相关论文
共 50 条
  • [21] Two-dimensional cutting stock problem with sequence dependent setup times
    Wuttke, David A.
    Heese, H. Sebastian
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018, 265 (01) : 303 - 315
  • [22] A local branching-based solution for the multi-period cutting stock problem with tardiness, earliness, and setup costs
    Oliveira, Elisama de Araujo Silva
    Wanner, Elizabeth
    de Sa, Elisangela Martins
    de Souza, Sergio Ricardo
    JOURNAL OF HEURISTICS, 2025, 31 (01)
  • [23] Cutting Stock Problem: A Survey of Evolutionary Computing Based Solution
    Parmar, Kashyap B.
    Prajapati, Harshad B.
    Dabhi, Vipul K.
    2014 INTERNATIONAL CONFERENCE ON GREEN COMPUTING COMMUNICATION AND ELECTRICAL ENGINEERING (ICGCCEE), 2014,
  • [24] CUTTING STOCK PROBLEM
    GILMORE, PC
    CANADIAN MATHEMATICAL BULLETIN, 1966, 9 (06): : 737 - &
  • [25] The solution of 2-Dimensional Rectangular Cutting Stock Problem considering cutting process
    Shiomi, Yusuke
    Sugi, Masao
    Ota, Jun
    Okubo, Tsuyoshi
    Yamamoto, Masashi
    Kojima, Hiroshi
    Inoue, Kazuyoshi
    2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING, VOLS 1-3, 2007, : 389 - 394
  • [26] Exact and heuristic solution approaches for the mixed integer setup knapsack problem
    Altay, Nezih
    Robinson, Powell E., Jr.
    Bretthauer, Kurt M.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 190 (03) : 598 - 609
  • [27] Cutting stock problem: a heuristic solution based on operators' intuitive strategies
    Kopardekar, P
    Mital, A
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 1999, 12 (04) : 371 - 382
  • [28] Cutting stock problem: A heuristic solution based on human intuitive strategies
    Kopardekar, P
    Mital, A
    PROCEEDINGS OF THE HUMAN FACTORS AND ERGONOMICS SOCIETY 43RD ANNUAL MEETING, VOLS 1 AND 2, 1999, : 143 - 147
  • [29] An effective solution for a real cutting stock problem in manufacturing plastic rolls
    Ramiro Varela
    Camino R. Vela
    Jorge Puente
    María Sierra
    Inés González-Rodríguez
    Annals of Operations Research, 2009, 166
  • [30] An effective solution for a real cutting stock problem in manufacturing plastic rolls
    Varela, Ramiro
    Vela, Camino R.
    Puente, Jorge
    Sierra, Maria
    Gonzalez-Rodriguez, Ines
    ANNALS OF OPERATIONS RESEARCH, 2009, 166 (01) : 125 - 146