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
  • [41] Bidirectional best-fit heuristic for orthogonal rectangular strip packing
    Asik, Onder Baris
    Ozcan, Ender
    ANNALS OF OPERATIONS RESEARCH, 2009, 172 (01) : 405 - 427
  • [42] A hybrid algorithm based on variable neighbourhood for the strip packing problem
    Defu Zhang
    Yuxin Che
    Furong Ye
    Yain-Whar Si
    Stephen C. H. Leung
    Journal of Combinatorial Optimization, 2016, 32 : 513 - 530
  • [43] A hybrid algorithm based on variable neighbourhood for the strip packing problem
    Zhang, Defu
    Che, Yuxin
    Ye, Furong
    Si, Yain-Whar
    Leung, Stephen C. H.
    JOURNAL OF COMBINATORIAL OPTIMIZATION, 2016, 32 (02) : 513 - 530
  • [44] A quasi-human strategy-based improved basin filling algorithm for the orthogonal rectangular packing problem with mass balance constraint
    Liu, Jingfa
    Li, Jian
    Lu, Zhipeng
    Xue, Yu
    COMPUTERS & INDUSTRIAL ENGINEERING, 2017, 107 : 196 - 210
  • [45] A Heuristic Algorithm for Solving Triangle Packing Problem
    Wang, Ruimin
    Luo, Yuqiang
    Dong, Jianqiang
    Liu, Shuai
    Qi, Xiaozhuo
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2013, 2013
  • [46] Heuristic algorithm for the unequal circle packing problem
    Chen, Mao
    Huang, Wenqi
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2007, 44 (12): : 2092 - 2097
  • [47] A branch and bound algorithm for the strip packing problem
    Alvarez-Valdes, R.
    Parreno, F.
    Tamarit, J. M.
    OR SPECTRUM, 2009, 31 (02) : 431 - 459
  • [48] A linear programming based heuristic algorithm for bandwidth packing problem with scheduling
    Joung, Seulgi
    Lim, Jaeyoong
    Lee, Chungmok
    Shin, Jongyoon
    Jung, Ikkyun
    Park, Sungsoo
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2020, 71 (02) : 250 - 263
  • [49] Framework of algorithm portfolios for strip packing problem
    Piechowiak, Kamil
    Drozdowski, Maciej
    Sanlaville, Eric
    COMPUTERS & INDUSTRIAL ENGINEERING, 2022, 172
  • [50] A branch and bound algorithm for the strip packing problem
    R. Alvarez-Valdes
    F. Parreño
    J. M. Tamarit
    OR Spectrum, 2009, 31 : 431 - 459