CONVERGENCE_ANALYSIS

作品数:265被引量:457H指数:11
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相关作者:刘国庆丁建东王克彦杜宁王奇生更多>>
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Convergence analysis for complementary-label learning with kernel ridge regression
《Applied Mathematics(A Journal of Chinese Universities)》2024年第3期533-544,共12页NIE Wei-lin WANG Cheng XIE Zhong-hua 
Supported by the Indigenous Innovation’s Capability Development Program of Huizhou University(HZU202003,HZU202020);Natural Science Foundation of Guangdong Province(2022A1515011463);the Project of Educational Commission of Guangdong Province(2023ZDZX1025);National Natural Science Foundation of China(12271473);Guangdong Province’s 2023 Education Science Planning Project(Higher Education Special Project)(2023GXJK505)。
Complementary-label learning(CLL)aims at finding a classifier via samples with complementary labels.Such data is considered to contain less information than ordinary-label samples.The transition matrix between the tru...
关键词:multiple complementary-label learning partial label learning error analysis reproducing kernel Hilbert spaces 
Convergence analysis for delay Volterra integral equation
《Applied Mathematics(A Journal of Chinese Universities)》2022年第2期306-316,共11页ZHENG Wei-shan 
Supported by Guangdong Provincial Education Projects(2021KTSCX071,HSGDJG21356-372);Project of Hanshan Normal University(521036).
In this article we use Chebyshev spectral collocation method to deal with the Volterra integral equation which has two kinds of delay items. We use linear transformation to make the interval into a fixed interval [-1,...
关键词:Chebyshev spectral collocation method DELAY Gauss quadrature formula convergence analysis 
Numerical solutions of two-dimensional nonlinear integral equations via Laguerre Wavelet method with convergence analysis
《Applied Mathematics(A Journal of Chinese Universities)》2021年第1期83-98,共16页K.Maleknejad M.Soleiman Dehkordi 
In this paper,the approximate solutions for two different type of two-dimensional nonlinear integral equations:two-dimensional nonlinear Volterra-Fredholm integral equations and the nonlinear mixed Volterra-Fredholm i...
关键词:he two-dimensional nonlinear integral equations the nonlinear mixed Volterra-Fredholm inte-gral equations two-dimensional Laguerre wavelet Orthogonal polynomial convergence analysis the Darboux problem. 
Convergence analysis of a nonlinear Lagrange algorithm for general nonlinear constrained optimization problems
《Applied Mathematics(A Journal of Chinese Universities)》2014年第3期352-366,共15页HE Su-xiang WU Li-xun 
Supported by the National Natural Science Foundation of China(11201357,81271513 and 91324201);the Fundamental Research Funds for the Central Universities under project(2014-Ia-001)
The convergence analysis of a nonlinear Lagrange algorithm for solving nonlinear constrained optimization problems with both inequality and equality constraints is explored in detail. The estimates for the derivatives...
关键词:nonlinear Lagrange algorithm general nonlinear constrained optimization problem solutionmapping multiplier mapping condition number. 
Convergence analysis of the corrected Uzawa algorithm for symmetric saddle point problems被引量:2
《Applied Mathematics(A Journal of Chinese Universities)》2014年第1期29-35,共7页LU Jun-feng 
Supported by the National Natural Science Foundation of China(11201422);the Natural Science Foundation of Zhejiang Province(Y6110639,LQ12A01017)
For the large sparse saddle point problems, Pan and Li recently proposed in [H. K. Pan, W. Li, Math. Numer. Sinica, 2009, 31(3): 231-242] a corrected Uzawa algorithm based on a nonlinear Uzawa algorithm with two no...
关键词:Saddle point problem Uzawa algorithm convergence analysis 
Two new least-squares mixed finite element procedures for convection-dominated Sobolev equations被引量:1
《Applied Mathematics(A Journal of Chinese Universities)》2011年第4期401-411,共11页ZHANG Jian-song YANG Dan-ping ZHU Jiang 
Supported by by the National Science Foundation for Young Scholars of China(11101431);the Fundamental Research Funds for the Central Universities (12CX04082A,10CX04041A);Shandong Province Natural Science Foundation of China(ZR2010AL020)
Two new convection-dominated are derived under the approximate solutions least-squares mixed finite element procedures are formulated for solving Sobolev equations. Optimal H(div;Ω)×H1(Ω) norms error estimates ...
关键词:Least-square mixed finite element convection-dominated Sobolev equation convergence analysis. 
Convergence analysis for the Secant method based on new recurrence relations被引量:1
《Applied Mathematics(A Journal of Chinese Universities)》2008年第4期447-454,共8页BI Wei-hong REN Hong-min WU Qing-biao 
Supported by the National Natural Science Foundation of China (10871178);the Natural Science Foundation of Zhejiang Province of China (Y606154);Foundation of the Education Department of Zhejiang Province of China (20071362)
A new convergence theorem for the Secant method in Banach spaces based on new recurrence relations is established for approximating a solution of a nonlinear operator equation. It is assumed that the divided differenc...
关键词:Secant method Banach space recurrence relation semilocal convergence Lipschitz continuous divided difference 
Superconvergence analysis of the finite element method for nonlinear hyperbolic equations with nonlinear boundary condition被引量:1
《Applied Mathematics(A Journal of Chinese Universities)》2008年第4期455-462,共8页SHI Dong-yang LI Zhi-yan 
Supported by the National Natural Science Foundation of China (10671184)
This paper discusses the semidiscrete finite element method for nonlinear hyperbolic equations with nonlinear boundary condition. The superclose property is derived through interpolation instead of the nonlinear H^1 p...
关键词:nonlinear hyperbolic equation nonlinear boundary condition SUPERCONVERGENCE postprocessing technique 
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