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Solving Neumann Boundary Problem with Kernel-Regularized Learning Approach
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作者 Xuexue Ran Baohuai Sheng 《Journal of Applied Mathematics and Physics》 2024年第4期1101-1125,共25页
We provide a kernel-regularized method to give theory solutions for Neumann boundary value problem on the unit ball. We define the reproducing kernel Hilbert space with the spherical harmonics associated with an inner... We provide a kernel-regularized method to give theory solutions for Neumann boundary value problem on the unit ball. We define the reproducing kernel Hilbert space with the spherical harmonics associated with an inner product defined on both the unit ball and the unit sphere, construct the kernel-regularized learning algorithm from the view of semi-supervised learning and bound the upper bounds for the learning rates. The theory analysis shows that the learning algorithm has better uniform convergence according to the number of samples. The research can be regarded as an application of kernel-regularized semi-supervised learning. 展开更多
关键词 neumann boundary value Kernel-Regularized Approach Reproducing Kernel Hilbert Space The Unit Ball The Unit Sphere
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POSITIVE SOLUTIONS OF SINGULAR SECOND-ORDER NEUMANN BOUNDARY VALUE PROBLEM 被引量:6
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作者 Li Zhilong 《Annals of Differential Equations》 2005年第3期321-326,共6页
In this paper, we obtain the existence of positive solutions for singular second-order Neumann boundary value problem by using the fixed point indices, the result generalizes some present results.
关键词 fixed point index singular second-order neumann boundary value problem positive solutions
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POSITIVE SOLUTIONS TO FOURTH-ORDER NEUMANN BOUNDARY VALUE PROBLEM 被引量:1
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作者 Zhilong Li (School of Informational Management, Jiangxi University of Finance and Economics, Nanchang 330013, ) 《Annals of Differential Equations》 2010年第2期190-194,共5页
In this paper, we study a class of fourth-order Neumann boundary value problem (NBVP for short). By virtue of fixed point index and the spectral theory of linear operators, the existence of positive solutions is obtai... In this paper, we study a class of fourth-order Neumann boundary value problem (NBVP for short). By virtue of fixed point index and the spectral theory of linear operators, the existence of positive solutions is obtained under the assumption that the nonlinearity satisfies sublinear or superlinear conditions, which are relevant to the first eigenvalue of the corresponding linear operator. 展开更多
关键词 fixed point index fourth-order neumann boundary value problem positive solutions first eigenvalue
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POSITIVE SOLUTIONS TO A SEMIPOSITONE SINGULAR NEUMANN BOUNDARY VALUE PROBLEM
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作者 Jinjun Fan,Yinghua Yang (School of Mathematical Science,Shandong Normal University,Jinan 250014) 《Annals of Differential Equations》 2009年第3期301-308,共8页
A semipositone singular boundary value problem (BVP for short) is discussed in this paper. By Krasnaselskii’s fixed point theorem in cones,we derive suffcient conditions,which guarantee that the semipositone BVP has ... A semipositone singular boundary value problem (BVP for short) is discussed in this paper. By Krasnaselskii’s fixed point theorem in cones,we derive suffcient conditions,which guarantee that the semipositone BVP has at least one positive solution. 展开更多
关键词 neumann boundary value problem Krasnaselskii's fixed point theo-rem SEMIPOSITONE SINGULAR positive solutions
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POSITIVE SOLUTIONS TO SECOND-ORDER SINGULAR NEUMANN BOUNDARY VALUE PROBLEM WITH PARAMETERS IN THE BOUNDARY CONDITIONS
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作者 Zhilong Li (School of Informational Management, Jiangxi University of Finance and Economics, Nanchang 330013) 《Annals of Differential Equations》 2009年第4期407-413,共7页
In this paper, we consider a class of nonlinear second-order singular Neumann boundary value problem with parameters in the boundary conditions. By the fixed point index, spectral theory of the linear operators, and l... In this paper, we consider a class of nonlinear second-order singular Neumann boundary value problem with parameters in the boundary conditions. By the fixed point index, spectral theory of the linear operators, and lower and upper solutions method, we prove that there exists a constant λ* > 0 such that for λ ∈ (0, λ * ), NBVP has at least two positive solutions; for λ = λ* , NBVP has at least one positive solution; for λ > λ* , NBVP has no solution. 展开更多
关键词 fixed point index lower and upper solutions method neumann boundary value problem positive solutions spectral radius of linear operators
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EXISTENCE OF POSITIVE SOLUTIONS TO SINGULAR SUBLINEAR SEMIPOSITONE NEUMANN BOUNDARY VALUE PROBLEM
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作者 Zhilong Li,Shujun Jiang(Dept. of Math.,Jiangxi University of Finance and Economics,Nanchang 330013) 《Annals of Differential Equations》 2011年第3期336-342,共7页
The existence of positive solutions to a singular sublinear semipositone Neumann boundary value problem is considered. In this paper,the nonlinearity term is not necessary to be bounded from below and the function q(t... The existence of positive solutions to a singular sublinear semipositone Neumann boundary value problem is considered. In this paper,the nonlinearity term is not necessary to be bounded from below and the function q(t) is allowed to be singular at t = 0 and t = 1. 展开更多
关键词 positive solutions singular neumann boundary value problem unbounded from below fixed point index theory
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POSITIVE SOLUTIONS TO A CLASS OF SECOND-ORDER SINGULAR SEMIPOSITIVE NEUMANN BOUNDARY VALUE PROBLEM WITH GENERAL FORM
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作者 Zhilong Li (Dept. of Math., Jiangxi University of Finance and Economics, Nanchang 330013) 《Annals of Differential Equations》 2010年第3期284-291,共8页
By constructing an explicit Green function and using the fixed point index theory on a cone, we present some existence results of positive solutions to a class of second-order singular semipositive Neumann boundary va... By constructing an explicit Green function and using the fixed point index theory on a cone, we present some existence results of positive solutions to a class of second-order singular semipositive Neumann boundary value problem, where the nonlinear term is allowed to be nonnegative and unbounded. 展开更多
关键词 fixed point index theory singular neumann boundary value problem positive solutions first positive eigenvalue
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EXISTENCE AND MULTIPLICITY OF POSITIVE SOLUTIONS TO NONLINEAR SEMIPOSITONE NEUMANN BOUNDARY VALUE PROBLEM
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作者 Ruipeng Chen , Yanqiong Lu (Dept. of Math., Northwest Normal University, Lanzhou 730070) 《Annals of Differential Equations》 2012年第2期137-145,共9页
In this paper, we study a nonlinear semipositone Neumann boundary value problem. Under some suitable conditions, we prove the existence and multiplicity of positive solutions to the problem, based on Krasnosel’skii’... In this paper, we study a nonlinear semipositone Neumann boundary value problem. Under some suitable conditions, we prove the existence and multiplicity of positive solutions to the problem, based on Krasnosel’skii’s fixed point theorem in cones. 展开更多
关键词 Krasnosel’skii’s fixed point theorem in cones semipositone neumann boundary value problems positive solutions MULTIPLICITY
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Amended influence matrix method for removal of rigid motion in the interior BVP for plane elasticity
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作者 Yizhou CHEN 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2017年第10期1471-1480,共10页
A conventional complex variable boundary integral equation (CVBIE) in plane elasticity is provided. After using the Somigliana identity between a particular fundamental stress field and a physical stress field, an a... A conventional complex variable boundary integral equation (CVBIE) in plane elasticity is provided. After using the Somigliana identity between a particular fundamental stress field and a physical stress field, an additional integral equality is obtained. By adding both sides of this integral equality to both sides of the conventional CVBIE, the amended boundary integral equation (BIE) is obtained. The method based on the discretization of the amended BIE is called the amended influence matrix method. With this method, for the Neumann boundary value problem (BVP) of an interior region, a unique solution for the displacement can be obtained. Several numerical examples are provided to prove the efficiency of the suggested method. 展开更多
关键词 complex variable boundary integral equation (CVBIE) amended influencematrix method removal of rigid body motion neumann boundary value problem (BVP)
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