A Weighted Surplus Rectangle Algorithm for Rectangle Packing Problem

被引:0
作者
Liu, Zhixiong [1 ]
机构
[1] Wuhan Univ Sci & Technol, Machinery Automat Coll, Wuhan 430081, Peoples R China
来源
2024 43RD CHINESE CONTROL CONFERENCE, CCC 2024 | 2024年
关键词
Rectangle packing; Non-guillotine; Surplus rectangle algorithm; Weighted matching; Particle swam optimization; PLACEMENT; TYPOLOGY;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a weighted surplus rectangle algorithm to solve two-dimensional non-guillotine rectangle packing problem. According to four weighting factors, including horizontal axis and vertical axis of the bottom left coordinate, difference value of width and height the rectangle item and the surplus rectangle, a weighted matching function is created to implement the best fit between the rectangle item and the surplus rectangle. The weight values are not fixed and dynamic, and are changed with different test instances. The particle swarm optimization algorithm with the inertial weight linear decreasing is employed to search the weight values for the best fit. Experimental results with the benchmark test instances prove that the proposed algorithm can improve the performance and decrease the packing height comparing with the original surplus rectangle algorithm.
引用
收藏
页码:1754 / 1759
页数:6
相关论文
共 21 条
[1]   Bidirectional best-fit heuristic for orthogonal rectangular strip packing [J].
Asik, Onder Baris ;
Ozcan, Ender .
ANNALS OF OPERATIONS RESEARCH, 2009, 172 (01) :405-427
[2]   ORTHOGONAL PACKINGS IN 2 DIMENSIONS [J].
BAKER, BS ;
COFFMAN, EG ;
RIVEST, RL .
SIAM JOURNAL ON COMPUTING, 1980, 9 (04) :846-855
[3]   A new placement heuristic for the orthogonal stock-cutting problem [J].
Burke, EK ;
Kendall, G ;
Whitwell, G .
OPERATIONS RESEARCH, 2004, 52 (04) :655-671
[4]   THE BOTTOM-LEFT BIN-PACKING HEURISTIC - AN EFFICIENT IMPLEMENTATION [J].
CHAZELLE, B .
IEEE TRANSACTIONS ON COMPUTERS, 1983, 32 (08) :697-707
[5]   A TYPOLOGY OF CUTTING AND PACKING PROBLEMS [J].
DYCKHOFF, H .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1990, 44 (02) :145-159
[6]  
GARBELINI LG, 2022, COMPUTERS OPERATIONS, V137
[7]  
Garey M. R., 1979, Computers and intractability. A guide to the theory of NP-completeness
[8]   An empirical investigation of meta-heuristic and heuristic algorithms for a 2D packing problem [J].
Hopper, E ;
Turton, BCH .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 128 (01) :34-57
[9]   On genetic algorithms for the packing of polygons [J].
Jakobs, S .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1996, 88 (01) :165-181
[10]   Developing a simulated annealing algorithm for the cutting stock problem [J].
Lai, KK ;
Chan, JWM .
COMPUTERS & INDUSTRIAL ENGINEERING, 1997, 32 (01) :115-127