An effective solution for a real cutting stock problem in manufacturing plastic rolls

被引:11
作者
Varela, Ramiro [1 ]
Vela, Camino R. [1 ]
Puente, Jorge [1 ]
Sierra, Maria [2 ]
Gonzalez-Rodriguez, Ines [2 ]
机构
[1] Univ Oviedo, Dept Comp, Ctr Artificial Intelligence, Comp Technol Grp, Gijon 33271, Spain
[2] Univ Cantabria, Dept Math Stat & Comp, E-39005 Santander, Spain
关键词
Cutting stock; Iterative sequential heuristics; Randomized algorithms; Meta-heuristics; Multi-objective optimization; LINEAR-PROGRAMMING APPROACH; ALGORITHM; NUMBER;
D O I
10.1007/s10479-008-0407-1
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We confront a practical cutting stock problem from a production plant of plastic rolls. The problem is a variant of the well-known one dimensional cutting stock, with particular constraints and optimization criteria defined by the experts of the company. We start by giving a problem formulation in which optimization criteria have been considered in linear hierarchy according to expert preferences, and then propose a heuristic solution based on a GRASP algorithm. The generation phase of this algorithm solves a simplified version which is rather similar to the conventional one dimensional cutting stock. To do that, we propose a Sequential Heuristic Randomized Procedure (SHRP). Then in the repairing phase, the solution of the simplified problem is transformed into a solution to the real problem. For experimental study we have chosen a set of problem instances of com-mon use to compare SHRP with another recent approach. Also, we show by means of examples, how our approach works over instances taken from the real production process.
引用
收藏
页码:125 / 146
页数:22
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