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  • 标题:A New Augmented Lagrangian Method for Equality Constrained Optimization with Simple Unconstrained Subproblem
  • 本地全文:下载
  • 作者:Hao Zhang ; Qin Ni
  • 期刊名称:Discrete Dynamics in Nature and Society
  • 印刷版ISSN:1026-0226
  • 电子版ISSN:1607-887X
  • 出版年度:2017
  • 卷号:2017
  • DOI:10.1155/2017/6406514
  • 出版社:Hindawi Publishing Corporation
  • 摘要:We propose a new method for equality constrained optimization based on augmented Lagrangian method. We construct an unconstrained subproblem by adding an adaptive quadratic term to the quadratic model of augmented Lagrangian function. In each iteration, we solve this unconstrained subproblem to obtain the trial step. The main feature of this work is that the subproblem can be more easily solved. Numerical results show that this method is effective.
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