SMOOTH

作品数:571被引量:1023H指数:13
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SOLVING OPTIMIZATION PROBLEMS OVER THE STIEFEL MANIFOLD BY SMOOTH EXACT PENALTY FUNCTIONS
《Journal of Computational Mathematics》2024年第5期1246-1276,共31页Nachuan Xiao Xin Liu 
the National Natural Science Foundation of China(Grant Nos.12125108,11971466,12288201,12021001,11991021);the Key Research Program of Frontier Sciences,Chinese Academy of Sciences(Grant No.ZDBS-LY-7022).
In this paper,we present a novel penalty model called ExPen for optimization over the Stiefel manifold.Different from existing penalty functions for orthogonality constraints,ExPen adopts a smooth penalty function wit...
关键词:Orthogonality constraint Stiefel manifold Penalty function 
ESTIMATION AND UNCERTAINTY QUANTIFICATION FOR PIECEWISE SMOOTH SIGNAL RECOVERY
《Journal of Computational Mathematics》2023年第2期246-262,共17页Victor Churchill Anne Gelb 
supported in part by NSF-DMS 1502640,NSF-DMS 1912685,AFOSR FA9550-18-1-0316;Office of Naval Research MURI grant N00014-20-1-2595.
This paper presents an application of the sparse Bayesian learning(SBL)algorithm to linear inverse problems with a high order total variation(HOTV)sparsity prior.For the problem of sparse signal recovery,SBL often pro...
关键词:High order total variation regularization Sparse Bayesian learning Analysis and synthesis Piecewise smooth function recovery 
A STOCHASTIC MOVING BALLS APPROXIMATION METHOD OVER A SMOOTH INEQUALITY CONSTRAINT
《Journal of Computational Mathematics》2020年第3期528-546,共19页Leiwu Zhang 
We consider the problem of minimizing the average of a large number of smooth component functions over one smooth inequality constraint.We propose and analyze a stochastic Moving Balls Approximation(SMBA)method.Like s...
关键词:Smooth convex constrained minimization.Large scale problem.Moving Balls Approximation Regularized logistic regression 
EXTRAPUSH FOR CONVEX SMOOTH DECENTRALIZED OPTIMIZATION OVER DIRECTED NETWORKS被引量:3
《Journal of Computational Mathematics》2017年第4期383-396,共14页Jinshan Zeng WotaoYin 
In this note, we extend the algorithms Extra [13] and subgradient-push [I0] to a new algorithm ExtraPush for consensus optimization with convex differentiable objective functions over a directed network. When the stat...
关键词:Decentralized optimization Directed graph CONSENSUS Non-doubly stochastic Extra. 
ON SMOOTH LU DECOMPOSITIONS WITH APPLICATIONS TO SOLUTIONS OF NONLINEAR EIGENVALUE PROBLEMS被引量:5
《Journal of Computational Mathematics》2010年第6期745-766,共22页Hua Dai Zhong-Zhi Bai 
supported by the National Basic Research Program(No.2005CB321702);the China Outstanding Young Scientist F0undation(No.10525102);the National Natural Science Foundation (No.10471146),P.R.China
We study the smooth LU decomposition of a given analytic functional A-matrix A(A) and its block-analogue. Sufficient conditions for the existence of such matrix decompositions are given, some differentiability about...
关键词:Matrix-valued function Smooth LU decomposition PIVOTING Nonlinear eigenvalue problem Multiple eigenvalue Newton method. 
COMPUTATION OF NONEQUILIBRIUM HYPERSONIC FLOW OVER CONCAVE CORNERS
《Journal of Computational Mathematics》2001年第6期617-628,共12页Taehoon Park You-lan Zhu 
This work was partially supported by the North Carolina Supercomputing Center.
Discusses a technique for the computation of hypersonic flow of air with chemical reactions over concave corners. Details of smooth transformation of domain; Use of finite difference method; Numerical results.
关键词:Shock fitting Smooth transformation of domain Finite difference method Implicit method. 
THE NUMERICAL SOLUTION OF FIRST KIND INTEGRAL EQUATION FOR THE HELMHOLTZ EQUATION ON SMOOTH OPEN ARCS被引量:1
《Journal of Computational Mathematics》2001年第5期489-500,共12页Tang, WJ Fu, HY Shen, LJ 
the National Natural Science Foundation of China 19901004-1.
Presents a study which proposed a numerical solution of first kind integral equation for the Helmholtz equation on smooth open arcs. Quadrature method used; Numerical examples.
关键词:Helmholtz equation quadrature method 
A SUPERONVERGENCE ANALYISIS FOR FINITE ELEMENT SOLUTION BY THE INTERPOLANT POSTPROCESSING ON IRREGULAR MESHES FOR SMOOTH PROBLEM
《Journal of Computational Mathematics》2001年第3期323-326,共4页Qi-ding Zhu Qun Lin 
the Foundation of Natonal Natural Science of China and the Foundation of Aducation of Hunan Province.
The post-processing procedure is given by a interpolant postprocessing of the finit element solution by appropriately-define finite dimensional subspaces, The corresponding superconvergence are established on general ...
关键词:finite element superconvergence interpolant postprocessing 
A MODIFIED ALGORITHM OF FINDING AN ELEMENT OF CLARKE GENERALIZED GRADIENT FOR A SMOOTH COMPOSITION OF MAX-TYPE FUNCTIONS A MODIFIED ALGORITHM OF FINDING AN ELEMENT OF CLARKE GENERALIZED GRADIENT FOR A SMOOTH COMPOSITION OF MAX-TYPE FUNCTIONS
《Journal of Computational Mathematics》2000年第5期513-520,共8页Yan Gao (Department of Basic Science, China University of Mining and Technology-Beijing, Beijing 100083, china) 
This project is supported by the Science Function of Liaoning Province.
This paper refers to Clarke generalized gradient for a smooth composition of max-type functions of the form: f(x) = g(x, maxj∈J1 f1j(x),''', maxj∈Jm fmj(x)), where x ∈Rn, Ji, i = 1,''',m are finite index sets, g an...
关键词:Nonsmooth optimization Clarke generalized gradient Max-type  function. 
ALGEBRAIC-GEOMETRY FOUNDATION FOR CONSTRUCTING SMOOTH INTERPOLANTS ON CURVED SIDES ELEMENT被引量:2
《Journal of Computational Mathematics》1995年第4期343-350,共8页Z.X. Luo(Institute of Mathematical Sciences, Dalian University of Technology, Dalian, China) 
The aim of this paper is to lay a algebraic geometry foundation for constructing smoothing interpolants on curved side element. Some interpolation theorems in polynomial space are given. The main results effectively f...
关键词:CAGD Wang Rational ALGEBRAIC-GEOMETRY FOUNDATION FOR CONSTRUCTING SMOOTH INTERPOLANTS ON CURVED SIDES ELEMENT 
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