和声搜索算法研究进展

被引:72
作者
雍龙泉
机构
[1] 陕西理工学院数学系
关键词
和声搜索算法; 和声记忆库; 记忆库取值概率; 微调概率;
D O I
暂无
中图分类号
TP391.3 [检索机];
学科分类号
摘要
和声搜索算法是一种新兴的智能优化算法,通过反复调整记忆库中的解变量,使函数值随着迭代次数的增加不断收敛,从而来完成优化。算法概念简单、可调参数少、容易实现。研究了和声搜索算法的起源,基本思想;给出了和声搜索算法的步骤和基本流程,并分析了记忆库取值概率和微调概率对算法的影响。比较了和声搜索算法与遗传算法的差异,给出了和声搜索算法的应用前景和研究趋势。
引用
收藏
页码:244 / 248
页数:5
相关论文
共 20 条
  • [11] 智能优化算法在土坡稳定分析中的应用[D]. 李亮.大连理工大学 2006
  • [12] 和声搜索算法在函数优化问题中的应用研究[D]. 梁海伶.东北大学 2009
  • [13] A self-adaptive global best harmony search algorithm for continuous optimization problems
    Pan, Quan-Ke
    Suganthan, P. N.
    Tasgetiren, M. Fatih
    Liang, J. J.
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2010, 216 (03) : 830 - 848
  • [14] Hybridizing harmony search algorithm with sequential quadratic programming for engineering optimization problems[J] . M. Fesanghary,M. Mahdavi,M. Minary-Jolandan,Y. Alizadeh.Computer Methods in Applied Mechanics and Engineering . 2008 (33)
  • [15] Optimum design of steel frames using harmony search algorithm
    Degertekin, S. O.
    [J]. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2008, 36 (04) : 393 - 401
  • [16] Application of Harmony Search to Vehicle Routing[J] . Zong W. Geem,Kang S. Lee,Yongjin Park.American Journal of Applied Sciences . 2005 (12)
  • [17] The harmony search heuristic algorithm for discrete structural optimization
    Lee, KS
    Geem, ZW
    Lee, SH
    Bae, KW
    [J]. ENGINEERING OPTIMIZATION, 2005, 37 (07) : 663 - 684
  • [18] A new structural optimization method based on the harmony search algorithm[J] . Kang Seok Lee,Zong Woo Geem.Computers and Structures . 2004 (9)
  • [19] Harmony Search Optimization: Application to Pipe Network Design[J] . Z.W. Geem,J.H. Kim,G.V. Loganathan.International Journal of Modelling and Simulation . 2002 (2)
  • [20] Harmony search for layout of rectilinear branched networks. Geem, ZW,Park, Y. WSEAS Transactions on Systems . 2006