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  • 标题:A Conjugate Gradient Method for Unconstrained Optimization Problems
  • 本地全文:下载
  • 作者:Gonglin Yuan
  • 期刊名称:International Journal of Mathematics and Mathematical Sciences
  • 印刷版ISSN:0161-1712
  • 电子版ISSN:1687-0425
  • 出版年度:2009
  • 卷号:2009
  • DOI:10.1155/2009/329623
  • 出版社:Hindawi Publishing Corporation
  • 摘要:A hybrid method combining the FR conjugate gradient method and the WYL conjugate gradient method is proposed for unconstrained optimization problems. The presented method possesses the sufficient descent property under the strong Wolfe-Powell (SWP) line search rule relaxing the parameter 𝜎<1. Under the suitable conditions, the global convergence with the SWP line search rule and the weak Wolfe-Powell (WWP) line search rule is established for nonconvex function. Numerical results show that this method is better than the FR method and the WYL method.
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