Developing a simulated annealing algorithm for the cutting stock problem

被引:120
作者
Lai, KK
Chan, JWM
机构
关键词
D O I
10.1016/S0360-8352(96)00205-7
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents an intuitive, simple and efficient simulated annealing searching technique to solve non-guillotine, two- or three-dimensional cutting stock problems. This algorithm considers the possibility of placing different sizes of small rectangles or boxes on a larger rectangle (pallet) or container, in such a way that the amount of trim loss is minimized. The algorithm we propose provides a basis for exploring the integration of the simulated annealing technique with artificial intelligence, and interval algebra. The algorithm is programmed in C and run on a personal computer with an Intel 486-based CPU. The algorithm is tested using randomly generated test cases and also using real data from a printing company in Hong Kong. Copyright (C) 1997 Elsevier Science Ltd
引用
收藏
页码:115 / 127
页数:13
相关论文
共 19 条
[1]  
BLAZEWICZ J, 1989, FDN CONTR ENG, P14
[3]  
DUSAN T, 1993, TRANSPORT PLAN TECHN, V17, P219
[4]  
FERREIRA JS, 1990, EUR J OPER RES, V44, P185, DOI 10.1016/0377-2217(90)90354-E
[5]   APPROXIMATE SOLUTIONS FOR THE CUTTING STOCK PORTFOLIO PROBLEM [J].
GEMMILL, DD ;
SANDERS, JL .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1990, 44 (02) :167-174
[6]  
GHANDFOROUSH P, 1992, ORSA J COMPUTING, V4
[7]  
Kampke T., 1988, Annals of Operations Research, V16, P327, DOI 10.1007/BF02283751
[8]   OPTIMIZATION BY SIMULATED ANNEALING [J].
KIRKPATRICK, S ;
GELATT, CD ;
VECCHI, MP .
SCIENCE, 1983, 220 (4598) :671-680
[9]  
LAI KK, 1993, P 3 C OP RES SOC HON, P232
[10]  
LUNDY S, 1986, MATH PROG, V21, P498