期刊文献+

求无约束连续全局优化问题的单参数填充函数法 被引量:1

A One-parameter Filled Function Method for Unconstrained Global Optimization Problems with Continuous Variables
下载PDF
导出
摘要 填充函数法是一种求解多维多模态函数全局极小点的有效方法.由于已有填充函数存在指数项和较多参数而导致数值实验效果不理想.为此,提出了一个新的单参数填充函数,该函数形式简单且满足定义中的所有条件.基于此填充函数设计了相应的算法,数值实验表明该算法有效可行. The filled function method is an effective approach to find the global minimize of multidimensional multimodal functions.The existing filled functions are numerically unstable due to exponential and sensitive to parameters.In this paper,a new filled function with only one parameter is proposed,which is simple and proved to satisfy all conditions of the filled function definition.Corresponding algorithm is designed based on the filled function.Numerical experiments show that the algorithm is efficient and effective.
作者 吴波 高岳林 Wu Bo Gao Yuelin(School of Mathematics and Statics, Ningxia University, Yinchuan 750021, China Research Institute of Information and System Computation Science, Beifang University of Nationalities, Yinchuan 750021, China)
出处 《宁夏大学学报(自然科学版)》 CAS 2017年第3期221-223,共3页 Journal of Ningxia University(Natural Science Edition)
基金 国家自然科学基金资助项目(11161001 61561001) 北方民族大学重点科研项目(2015KJ10)
关键词 填充函数法 多维多模态函数 单参数 filled function method multidimensional multimodal functions one parameter
  • 相关文献

参考文献5

二级参考文献38

  • 1安澜,张连生,陈美霖,Chen,mei-lin.A Parameter-Free Filled Function for Unconstrained Global Optimization[J].Journal of Shanghai University(English Edition),2004,8(2):117-123. 被引量:8
  • 2Zhang Lian-sheng, Ng Chi kong, Li Duan,et al. A new filled function method for global optimization[J]. Journal of Global Optimization, 2004,28 : 17-43.
  • 3Xian Liu. Two new class of filled functions [J]. Applied Mathematics and Computation, 2004,149: 577-588.
  • 4Ge R P. A filled function method for finding a global minimizer of a function of several variables [J]. Mathematical Programming, 1990,46 : 191-204.
  • 5Ge R.P.A Filled Function Method for Finding a Global Minimizer of a Function of Several Variables[J].Math.Programming,1990,46:191-204.
  • 6Ge R.P.The Theory of Filled Function Methods for Finding Global Minimizers of Nonlinearly Constrained Minimization Problems[J].J.of Comput.Math.,1987,5(1):1-9.
  • 7Ge R.P.and Qin Y.F.A Class of Filled Functions for Finding a Global Minimizer of a Function of Several Variables[J].Journal of Optimization Theory and Applications,1987,54(2):241-252.
  • 8Liu Xian.Finding Global Minima with a Computable Filled Function[J].Journal of Global Optimization,2001,19:151-161.
  • 9Ge R.P.and Qin Y.F.The Globally Convexized Filled Functions for Global Optimization[J].Applied Math.and Computation,1990,35:131-158.
  • 10Lucidi S.and Piecialli V.New Classes of Globally Convexized Filled Functions for Global Optimization[J].Journal of Global Optimization,2002,24:219-236.

共引文献22

同被引文献11

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部