An Efficient Heuristic Approach for Irregular Cutting Stock Problem in Ship Building Industry

被引:8
作者
Xu, Yan-xin [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
BIN-PACKING; GENETIC ALGORITHM; TYPOLOGY;
D O I
10.1155/2016/8703782
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents an efficient approach for solving a real two-dimensional irregular cutting stock problem in ship building industry. Cutting stock problem is a common cutting and packing problem that arises in a variety of industrial applications. A modification of selection heuristic Exact Fit is applied in our research. In the case referring to irregular shapes, a placement heuristics is more important to construct a complete solution. A placement heuristic relating to bottom-left-fill is presented. We evaluate the proposed approach using generated instance only with convex shapes in literatures and some instances with nonconvex shapes based on real problem from ship building industry. The results demonstrate that the effectiveness and efficiency of the proposed approach are significantly better than some conventional heuristics.
引用
收藏
页数:12
相关论文
共 33 条
  • [21] ONE-DIMENSIONAL CUTTING STOCK PROBLEM WITH DIVISIBLE ITEMS: A CASE STUDY IN STEEL INDUSTRY
    Tanir, D.
    Ugurlu, O.
    Guler, A.
    Nuriyev, U.
    TWMS JOURNAL OF APPLIED AND ENGINEERING MATHEMATICS, 2019, 9 (03): : 473 - 484
  • [22] Application of the two-stage one-dimensional cutting stock problem in the steel industry
    Santos, Jose Luis
    Santos, Joni
    Ferreira, Manuel Joao
    Alves, Nelson
    Guevara, Miguel
    2018 IEEE 27TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2018, : 683 - 690
  • [23] A Scalable Approach for the K-Staged Two-Dimensional Cutting Stock Problem
    Dusberger, Frederico
    Raidl, Guenther R.
    OPERATIONS RESEARCH PROCEEDINGS 2015, 2017, : 385 - 391
  • [24] C-Sets-based sequential heuristic procedure for the one-dimensional cutting stock problem with pattern reduction
    Cui, Yaodong
    Liu, Zhiyong
    OPTIMIZATION METHODS & SOFTWARE, 2011, 26 (01) : 155 - 167
  • [25] Sequential value correction heuristic for the two-dimensional cutting stock problem with three-staged homogenous patterns
    Chen, Qiulian
    Cui, Yaodong
    Chen, Yan
    OPTIMIZATION METHODS & SOFTWARE, 2016, 31 (01) : 68 - 87
  • [26] On solving the 1.5-dimensional cutting stock problem with heterogeneous slitting lines allocation in the steel industry
    Sierra-Paradinas, Maria
    Soto-Sanchez, Oscar
    Alonso-Ayuso, Antonio
    Martin-Campo, F. Javier
    Gallego, Micael
    COMPUTERS & INDUSTRIAL ENGINEERING, 2024, 191
  • [27] A GENERALIZED APPROACH TO THE SOLUTION OF ONE-DIMENSIONAL STOCK-CUTTING PROBLEM FOR SMALL SHIPYARDS
    Dikili, Ahmet Cemil
    Barlas, Baris
    JOURNAL OF MARINE SCIENCE AND TECHNOLOGY-TAIWAN, 2011, 19 (04): : 368 - 376
  • [28] A Controlled Stability Genetic Algorithm With the New BLF2G Guillotine Placement Heuristic for the Orthogonal Cutting-Stock Problem
    Abou-Msabah, Slimane
    Baba-Ali, Ahmed-Riadh
    Sager, Basma
    INTERNATIONAL JOURNAL OF COGNITIVE INFORMATICS AND NATURAL INTELLIGENCE, 2019, 13 (04) : 91 - 111
  • [29] Mathematical optimisation in the honeycomb cardboard industry: A model for the two-dimensional variable-sized cutting stock problem
    Teran-Viadero, Paula
    Alonso-Ayuso, Antonio
    Martin-Campo, F. Javier
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2024, 319 (01) : 303 - 315
  • [30] The Effect of Welding on the One-Dimensional Cutting-Stock Problem: The Case of Fixed Firefighting Systems in the Construction Industry
    Agoston, Kolos Csaba
    ADVANCES IN OPERATIONS RESEARCH, 2019, 2019