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关于非线性鞍点问题的一个新的非线性不精确Uzawa算法
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作者 豆铨煜 耿宏瑞 关宏波 《应用数学》 北大核心 2024年第2期489-495,共7页
本文针对非线性鞍点问题,借助于一个非线性映射,构造了一个新的非线性不精确Uzawa算法,该算法避免了传统Uzawa方法所必需的求逆运算.并通过精细分析得到了该算法在能量范数意义下收敛的充分条件,最后给出的数值实验验证了该方法的有效性.
关键词 非线性鞍点问题 非线性不精确uzawa算法 收敛性分析
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Uzawa型算法的收敛性分析及Stokes问题求解
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作者 孙国卿 郑权 朱晓云 《南开大学学报(自然科学版)》 CAS CSCD 北大核心 2020年第6期65-71,共7页
对求解鞍点问题的不精确Uzawa算法及非线性不精确Uzawa算法进行研究,给出这些算法收敛的一些新的充要条件或充分条件及收敛速度估计.并将算法应用到Mini元离散求解Stokes问题中,通过数值计算验证所得结论的正确性.
关键词 不精确uzawa算法 非线性不精确uzawa算法 收敛性 STOKES问题
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非对称鞍点问题的修正非线性Uzawa算法
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作者 李建磊 黄廷祝 李良 《数学物理学报(A辑)》 CSCD 北大核心 2011年第1期250-262,共13页
该文基于Cao等的算法,提出了修正的非线性Uzawa算法来求解大型稀疏非对称鞍点问题,并对所提算法进行了收敛性分析.同时,数值实验验证了所提算法的有效性.
关键词 收敛性 SCHUR补 非线性uzawa算法 非对称鞍点问题
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Uzawa Iteration Method for Stokes Type Variational Inequality of the Second Kind 被引量:3
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作者 Yuan Li Kai-tai Li 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2011年第2期303-316,共14页
In this paper, the Uzawa iteration algorithm is applied to the Stokes problem with nonlinear slip boundary conditions whose variational formulation is the variational inequality of the second kind. Firstly, the multip... In this paper, the Uzawa iteration algorithm is applied to the Stokes problem with nonlinear slip boundary conditions whose variational formulation is the variational inequality of the second kind. Firstly, the multiplier in a convex set is introduced such that the variational inequality is equivalent to the variational identity. Moreover, the solution of the variational identity satisfies the saddle-point problem of the Lagrangian functional ζ. Subsequently, the Uzawa algorithm is proposed to solve the solution of the saddle-point problem. We show the convergence of the algorithm and obtain the convergence rate. Finally, we give the numerical results to verify the feasibility of the Uzawa algorithm. 展开更多
关键词 Stokes problem nonlinear slip boundary variational inequality uzawa iteration algorithm
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REGULARIZATION METHODS FOR THE NUMERICAL SOLUTION OF THE DIVERGENCE EQUATION △. u = f* 被引量:1
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作者 Alexandre Caboussat Roland Glowinski 《Journal of Computational Mathematics》 SCIE CSCD 2012年第4期354-380,共27页
The problem of finding a L^∞-bounded two-dimensional vector field whose divergence is given in L2 is discussed from the numerical viewpoint. A systematic way to find such a vector field is to introduce a non-smooth v... The problem of finding a L^∞-bounded two-dimensional vector field whose divergence is given in L2 is discussed from the numerical viewpoint. A systematic way to find such a vector field is to introduce a non-smooth variational problem involving a L^∞-norm. To solve this problem from calculus of variations, we use a method relying on a well- chosen augmented Lagrangian functional and on a mixed finite element approximation. An Uzawa algorithm allows to decouple the differential operators from the nonlinearities introduced by the L^∞-norm, and leads to the solution of a sequence of Stokes-like systems and of an infinite family of local nonlinear problems. A simpler method, based on a L2- regularization is also considered. Numerical experiments are performed, making use of appropriate numerical integration techniques when non-smooth data are considered; they allow to compare the merits of the two approaches discussed in this article and to show the ability of the related methods at capturing L^∞bounded solutions. 展开更多
关键词 Divergence equation Bounded solutions Regularization methods AugmentedLagrangian uzawa algorithm nonlinear variational problems.
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