Applied Mathematics and Mechanics (English Edition) ›› 2010, Vol. 31 ›› Issue (2): 263-270.doi: https://doi.org/10.1007/s10483-010-0214-6

• Articles • 上一篇    

A VU-decomposition method for a second-order cone programming problem

陆媛 庞丽萍 夏尊铨   

  1. School of Mathematical Sciences, Dalian University of Technology, Dalian 116024, P. R. China
  • 收稿日期:2009-01-20 修回日期:2009-12-10 出版日期:2010-02-01 发布日期:2010-02-01

A VU-decomposition method for a second-order cone programming problem

 LU Yuan, PANG Li-Ping, XIA Zun-Quan   

  1. School of Mathematical Sciences, Dalian University of Technology, Dalian 116024, P. R. China
  • Received:2009-01-20 Revised:2009-12-10 Online:2010-02-01 Published:2010-02-01

摘要: A VU-decomposition method for solving a second-order cone problem is presented in this paper. It is first transformed into a nonlinear programming problem. Then, the structure of the Clarke subdifferential corresponding to the penalty function and some results of its VU-decomposition are given. Under a certain condition, a twice continuously differentiable trajectory is computed to produce a second-order expansion of the objective function. A conceptual algorithm for solving this problem with a superlinear convergence rate is given.

Abstract: A VU-decomposition method for solving a second-order cone problem is presented in this paper. It is first transformed into a nonlinear programming problem. Then, the structure of the Clarke subdifferential corresponding to the penalty function and some results of its VU-decomposition are given. Under a certain condition, a twice continuously differentiable trajectory is computed to produce a second-order expansion of the objective function. A conceptual algorithm for solving this problem with a superlinear convergence rate is given.

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