Improved heuristic recursive strategy based on genetic algorithm for the strip rectangular packing problem

被引:0
|
作者
Zhang, De-Fu [1 ]
Chen, Sheng-Da [1 ]
Liu, Yan-Juan [1 ]
机构
[1] Department of Computer Science, Xiamen University, Xiamen 361005, China
来源
关键词
Genetic algorithms;
D O I
10.1360/aas-007-0911
中图分类号
学科分类号
摘要
An improved heuristic recursive strategy combining with genetic algorithm is presented in this paper. Firstly, this method searches some rectangles, which have the same length or width, to form some layers without waste space, then it uses the heuristic recursive strategies to calculate the height of the remaining packing order and uses the evolutionary capability of genetic algorithm to reduce the height. The computational results on several classes of benchmark problems have shown that the presented algorithm can compete with known evolutionary heuristics. It performs better especially for large test problems.
引用
收藏
页码:911 / 916
相关论文
共 50 条
  • [1] An Improved Heuristic Recursive Strategy Based on Genetic Algorithm for the Strip Rectangular Packing Problem
    ZHANG DeFu CHEN ShengDa LIU YanJuan Department of Computer ScienceXiamen UniversityXiamen PRChina
    自动化学报, 2007, (09) : 911 - 916
  • [2] A new heuristic recursive algorithm for the strip rectangular packing problem
    Zhang, DF
    Kang, Y
    Deng, AS
    COMPUTERS & OPERATIONS RESEARCH, 2006, 33 (08) : 2209 - 2217
  • [3] Recursive heuristic algorithm for the 2D rectangular strip packing problem
    Peng, B.-T. (pengbt_job@163.com), 1600, Chinese Academy of Sciences (23):
  • [4] A recursive algorithm for the rectangular guillotine strip packing problem
    Cui, Y.
    Gu, T.
    Zhong, Y.
    ENGINEERING OPTIMIZATION, 2008, 40 (04) : 347 - 360
  • [5] Genetic algorithm for the rectangular strip packing problem
    Zhao, Xinfang
    Cui, Yaodong
    Yang, Ying
    Yu, Peng
    Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2008, 20 (04): : 540 - 544
  • [6] A meta-heuristic algorithm for the strip rectangular packing problem
    Zhang, DF
    Liu, YJ
    Chen, SD
    Xie, XG
    ADVANCES IN NATURAL COMPUTATION, PT 3, PROCEEDINGS, 2005, 3612 : 1235 - 1241
  • [7] A heuristic algorithm for the strip packing problem
    Chen, Jianli
    Zhu, Wenxing
    Peng, Zheng
    JOURNAL OF HEURISTICS, 2012, 18 (04) : 677 - 697
  • [8] A heuristic algorithm for the strip packing problem
    Jianli Chen
    Wenxing Zhu
    Zheng Peng
    Journal of Heuristics, 2012, 18 : 677 - 697
  • [9] A recursive branch-and-bound algorithm for the rectangular guillotine strip packing problem
    Cui, Yaodong
    Yang, Yuh
    Cheng, Xian
    Song, Peihua
    COMPUTERS & OPERATIONS RESEARCH, 2008, 35 (04) : 1281 - 1291
  • [10] Heuristic for the rectangular strip packing problem with rotation of items
    Cui, Yaodong
    Yang, Liu
    Chen, Qiulian
    COMPUTERS & OPERATIONS RESEARCH, 2013, 40 (04) : 1094 - 1099