A method for demand-accurate one-dimensional cutting problems with pattern reduction

被引:0
|
作者
Xiao, Haihua [1 ]
Liang, Qiaokang [1 ,2 ]
Zhang, Dan [3 ]
Xiao, Suhua [4 ]
Nie, Gangzhuo [5 ]
机构
[1] Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Peoples R China
[2] Natl Engn Lab Robot Vis Percept & Control, Changsha 410082, Peoples R China
[3] York Univ, Dept Mech Engn, Toronto, ON M3J 1P3, Canada
[4] Guangdong Polytech Normal Univ, Coll Electromech Engn, Guangzhou 510635, Peoples R China
[5] Aluminum Corp China, Beijing 100000, Peoples R China
基金
中国国家自然科学基金;
关键词
cutting; cutting stock; cutting pattern; column generation; optimization algorithms; STOCK PROBLEM; COLUMN GENERATION; MINIMIZATION; ALGORITHM; NUMBER; HEURISTICS;
D O I
10.3934/mbe.2023323
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The main objective in the one-dimensional cutting stock problem (1D-CSP) is to minimize material costs. In practice, it is useful to focus on auxiliary objectives, one of which is to reduce the number of different cutting patterns. This paper discusses the classical integer IDCSP, where only one type of stock object is included. Meanwhile, the demands of various items must be precisely satisfied in the constraints. In other words, no overproduction or underproduction is allowed. Therefore, to solve this issue, a variable-to-constant method based on a new mathematical model is proposed. In addition, we integrate the approach with two other representative methods to demonstrate its effectiveness. Both benchmark instances and real instances are used in the experiments, and the results show that the methodology is effective in reducing patterns. In particular, in terms of the solutions to the real-life instances, the proposed approach presents a 31.93 to 37.6% pattern reduction compared to other similar methods (including commercial software).
引用
收藏
页码:7453 / 7486
页数:34
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