Cutting Path Optimization using Tabu Search

被引:20
作者
Dewil, Reginald [1 ]
Vansteenwegen, Pieter [2 ]
Cattrysse, Dirk [1 ]
机构
[1] Katholieke Univ Leuven, Ctr Ind Management Traff & Infrastructure, Louvain, Belgium
[2] Univ Ghent, Dept Ind Management, Ghent, Belgium
来源
SHEET METAL 2011 | 2011年 / 473卷
关键词
Cutting Path; Tabu Search; HEURISTICS;
D O I
10.4028/www.scientific.net/KEM.473.739
中图分类号
TF [冶金工业];
学科分类号
0806 ;
摘要
This paper deals with generating paths for cutting irregular parts nested on a metal sheet. The objective is to minimize the total non-cutting time for the cutter head starting at a known location, cutting ill the required elements and returning to the known location. In contrast to most literature on this topic, a part does not have to be cut at once. If this reduces the total non-cutting time, it is possible to cut a number of elements on a given part, then cut other parts and then return later to finish cutting the given part. The problem is modeled as a generalized traveling salesperson problem with special precedence constraints. An initial feasible solution is generated and improved by local moves embedded in a tabu search framework. The proposed algorithm shows promising results in comparison with a commercial software package on a limited set of test cases.
引用
收藏
页码:739 / +
页数:2
相关论文
共 15 条
[1]   Toolpath optimization for minimizing airtime during machining [J].
Castelino, K ;
D'Souza, R ;
Wright, PK .
JOURNAL OF MANUFACTURING SYSTEMS, 2003, 22 (03) :173-180
[2]   Polygon plate-cutting with a given order [J].
Dror, M .
IIE TRANSACTIONS, 1999, 31 (03) :271-274
[3]  
Gambardella L M, 2000, INFORMS J COMPUTING
[4]  
Glover F., 1999, Tabu search
[5]  
HAN G, 1999, J MANUF PROCESS, V1, P62
[6]  
HAN GC, 1999, J MANUF P, V1, P54
[7]  
Hoeft J, 1997, IIE TRANS, V29, P719
[8]   Global cutting-path optimization considering the minimum heat effect with microgenetic algorithms [J].
Kim, Y ;
Gotoh, K ;
Toyosada, M .
JOURNAL OF MARINE SCIENCE AND TECHNOLOGY, 2004, 9 (02) :70-79
[9]   Cutting path optimization in CNC cutting processes using a two-step genetic algorithm [J].
Lee, Moon-Kyu ;
Kwon, Ki-Bum .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2006, 44 (24) :5307-5326
[10]   Heuristics for a dynamic rural postman problem [J].
Moreira, Luis A. ;
Oliveira, Jose F. ;
Gomes, A. Miguel ;
Ferreira, J. Soeiro .
COMPUTERS & OPERATIONS RESEARCH, 2007, 34 (11) :3281-3294