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非线性二阶锥优化问题的一种增广Lagrange算法的收敛性
Convergence Analysis of a Nonlinear Lagrange Method for Optimization Problems over Nonlinear Second-order Cones
【摘要】 基于与不等式约束优化问题的一个势函数相应的L?wner算子,建立了一个求解非线性二阶锥优化问题的增广Lagrange算法.分析了L?wner算子及相应增广Lagrange函数的微分性质,并在一些适当的假设条件下详细证明了增广Lagrange算法的收敛速度.
【Abstract】 This paper proposes a nonlinear Lagrangian based on a L?wner operator associated with a potential function of the optimization problems with inequality constrains for solving nonlinear second-order cone programming problem.The properties of the operator and the nonlinear Lagrangian are discussed.And the paper analyzes the rate of convergence of the nonlinear Lagrange method under a set of suitable conditions.
【关键词】 势函数;
L?wner算子;
增广Lagrange方法;
非线性二阶锥规划;
【Key words】 potential function; L?wner operator; augmented Lagrangian method; nonlinear second-order cone programming;
【Key words】 potential function; L?wner operator; augmented Lagrangian method; nonlinear second-order cone programming;
【基金】 中央高校基本科研业务费资助(No.2018IB016)
- 【文献出处】 数学进展 ,Advances in Mathematics , 编辑部邮箱 ,2019年06期
- 【分类号】O221.2
- 【下载频次】78