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  • 标题:The Second-Order Differential Equation System with the Feedback Controls for Solving Convex Programming
  • 本地全文:下载
  • 作者:Xingxu Chen ; Li Wang ; Juhe Sun
  • 期刊名称:Open Journal of Applied Sciences
  • 印刷版ISSN:2165-3917
  • 电子版ISSN:2165-3925
  • 出版年度:2022
  • 卷号:12
  • 期号:6
  • 页码:977-989
  • DOI:10.4236/ojapps.2022.126067
  • 语种:English
  • 出版社:Scientific Research Publishing
  • 摘要:In this paper, we establish the second-order differential equation system with the feedback controls for solving the problem of convex programming. Using Lagrange function and projection operator, the equivalent operator equations for the convex programming problems under the certain conditions are obtained. Then a second-order differential equation system with the feedback controls is constructed on the basis of operator equation. We prove that any accumulation point of the trajectory of the second-order differential equation system with the feedback controls is a solution to the convex programming problem. In the end, two examples using this differential equation system are solved. The numerical results are reported to verify the effectiveness of the second-order differential equation system with the feedback controls for solving the convex programming problem.
  • 关键词:Convex ProgrammingLagrange FunctionProjection OperatorSecond-Order Differential Equation
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