PACKING DIFFERENT-SIZED CIRCLES INTO A RECTANGULAR CONTAINER

被引:111
作者
GEORGE, JA [1 ]
GEORGE, JM [1 ]
LAMAR, BW [1 ]
机构
[1] STANFORD UNIV,GRAD SCH BUSINESS,STANFORD,CA 94305
关键词
CIRCLE PACKING; HEURISTICS; GENETIC ALGORITHMS;
D O I
10.1016/0377-2217(95)00032-L
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper is motivated by the problem of fitting pipes of different diameters into a shipping container. Here we study the subproblem of fitting circles of different sizes into a rectangle since that problem is a central part of the larger problem. We formulate this situation as a nonlinear mixed integer programming problem and develop a number of heuristic procedures for (approximately) solving this problem. The heuristics are based on a variety of solution building rules that emulate the process of packing a container. Some of these methods, including a genetic algorithm, were based on a more structured design intended to provide solutions which are 'stable' from a stowage viewpoint. These heuristics are described in detail and their relative performances are compared for a sample set of 66 randomly generated problems. Based on this sample, the best performing heuristic methods were a quasi-random technique and a genetic algorithm of the 'stable' solution structure.
引用
收藏
页码:693 / 712
页数:20
相关论文
共 17 条
[1]   AN EXACT TWO-DIMENSIONAL NON-GUILLOTINE CUTTING TREE-SEARCH PROCEDURE [J].
BEASLEY, JE .
OPERATIONS RESEARCH, 1985, 33 (01) :49-64
[2]  
DAVIS L, 1985, 9TH INT JOINT C ART, P162
[3]   PACKING PROBLEMS [J].
DOWSLAND, KA ;
DOWSLAND, WB .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1992, 56 (01) :2-14
[4]  
DOWSLAND KA, 1990, EBMS199021 U WAL WOR
[5]  
DOWSLAND KA, 1991, OR SPEKTRUM, V13, P171
[6]   INTEGRATED CONTAINER LOADING SOFTWARE FOR PULP AND PAPER-INDUSTRY [J].
FRASER, HJ ;
GEORGE, JA .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1994, 77 (03) :466-474
[7]  
Goldberg D., 1989, GENETIC ALGORITHMS S
[8]   CUTTING STOCK PROBLEMS AND SOLUTION PROCEDURES [J].
HAESSLER, RW ;
SWEENEY, PE .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1991, 54 (02) :141-150
[9]  
HERBERT EA, 1993, EBMS199322 U WAL WOR
[10]  
HOLLAND JH, 1975, ADAPTATION NATURAL A