54 results on '"Weimin Han"'
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2. Numerical analysis of history-dependent variational-hemivariational inequalities
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Weimin Han, Shufen Wang, Wei Xu, and Wenbin Chen
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Linear element ,Continuous modelling ,General Mathematics ,Numerical analysis ,Numerical Analysis (math.NA) ,010103 numerical & computational mathematics ,01 natural sciences ,47J20, 65N30, 65N15, 74M15 ,Finite element method ,010101 applied mathematics ,Operator (computer programming) ,Rate of convergence ,Convergence (routing) ,FOS: Mathematics ,Applied mathematics ,Mathematics - Numerical Analysis ,0101 mathematics ,Temporal discretization ,Mathematics - Abstract
In this paper, numerical analysis is carried out for a class of history-dependent variational-hemivariational inequalities arising in contact problems. Three different numerical treatments for temporal discretization are proposed to approximate the continuous model. Fixed-point iteration algorithms are employed to implement the implicit scheme and the convergence is proved with a convergence rate independent of the time step-size and mesh grid-size. A special temporal discretization is introduced for the history-dependent operator, leading to numerical schemes for which the unique solvability and error bounds for the temporally discrete systems can be proved without any restriction on the time step-size. As for spatial approximation, the finite element method is applied and an optimal order error estimate for the linear element solutions is provided under appropriate regularity assumptions. Numerical examples are presented to illustrate the theoretical results., 33 pages,6 figures
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- 2020
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3. Minimization arguments in analysis of variational-hemivariational inequalities
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Weimin Han and Mircea Sofonea
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Applied Mathematics ,General Mathematics ,Hilbert space ,Structure (category theory) ,General Physics and Astronomy ,Contrast (statistics) ,010103 numerical & computational mathematics ,Fixed point ,01 natural sciences ,010101 applied mathematics ,Nonlinear system ,symbols.namesake ,Contact mechanics ,Compact space ,symbols ,Applied mathematics ,Minification ,0101 mathematics ,Mathematics - Abstract
In this paper, an alternative approach is provided in the well-posedness analysis of elliptic variational–hemivariational inequalities in real Hilbert spaces. This includes the unique solvability and continuous dependence of the solution on the data. In most of the existing literature on elliptic variational–hemivariational inequalities, well-posedness results are obtained by using arguments of surjectivity for pseudomonotone multivalued operators, combined with additional compactness and pseudomonotonicity properties. In contrast, following (Han in Nonlinear Anal B Real World Appl 54:103114, 2020; Han in Numer Funct Anal Optim 42:371–395, 2021), the approach adopted in this paper is based on the fixed point structure of the problems, combined with minimization principles for elliptic variational–hemivariational inequalities. Consequently, only elementary results of functional analysis are needed in the approach, which makes the theory of elliptic variational–hemivariational inequalities more accessible to applied mathematicians and engineers. The theoretical results are illustrated on a representative example from contact mechanics.
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- 2022
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4. Smoothing quadratic regularization method for hemivariational inequalities
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Yanfang Zhang, Yu-Hong Dai, Zhibao Li, and Weimin Han
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021103 operations research ,Control and Optimization ,Discretization ,Applied Mathematics ,0211 other engineering and technologies ,02 engineering and technology ,Management Science and Operations Research ,01 natural sciences ,Regularization (mathematics) ,010101 applied mathematics ,Contact mechanics ,Quadratic equation ,Applied mathematics ,0101 mathematics ,Hemivariational inequality ,Smoothing ,Mathematics - Abstract
Hemivariational inequalities arise in nonsmooth mechanics of solid involving nonmonotone and multi-valued mechanical relations. Typically, after the finite-element discretization, they lead to cons...
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- 2020
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5. Stability analysis and optimal control of a stationary Stokes hemivariational inequality
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Changjie Fang and Weimin Han
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Control and Optimization ,Applied Mathematics ,010102 general mathematics ,Mathematical analysis ,Superpotential ,Inclusion relation ,Subderivative ,Slip (materials science) ,Viscous incompressible fluid ,Optimal control ,01 natural sciences ,Physics::Fluid Dynamics ,010101 applied mathematics ,Modeling and Simulation ,0101 mathematics ,Hemivariational inequality ,Mathematics - Abstract
In this paper, we provide stability analysis for a stationary Stokes hemivariational inequality where along the tangential direction of the slip boundary, an inclusion relation involving the generalized subdifferential of a superpotential is specified. With viscous incompressible fluid flows as application background, stability is analyzed for solutions with respect to perturbations in the superpotential and the density of external forces. We also present a result on the existence of a solution to an optimal control problem for the stationary Stokes hemivariational inequality.
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- 2020
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6. Singular Perturbations of Variational-Hemivariational Inequalities
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Weimin Han
- Subjects
Singular perturbation ,Inequality ,Applied Mathematics ,media_common.quotation_subject ,Mathematical analysis ,01 natural sciences ,010101 applied mathematics ,Computational Mathematics ,Variational inequality ,Convergence (routing) ,0101 mathematics ,Hemivariational inequality ,Analysis ,Mathematics ,media_common - Abstract
This paper is devoted to an analysis of singular perturbations of inequality problems. For a general variational-hemivariational inequality, it is shown rigorously that under appropriate conditions...
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- 2020
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7. Stability analysis of stationary variational and hemivariational inequalities with applications
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Yi Li and Weimin Han
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Inequality ,Applied Mathematics ,media_common.quotation_subject ,010102 general mathematics ,General Engineering ,Stability (learning theory) ,General Medicine ,Stability result ,01 natural sciences ,010101 applied mathematics ,Computational Mathematics ,Contact mechanics ,Variational inequality ,Applied mathematics ,Boundary value problem ,0101 mathematics ,General Economics, Econometrics and Finance ,Analysis ,Mathematics ,media_common - Abstract
In this paper, we provide a comprehensive stability analysis for stationary variational inequalities, hemivariational inequalities, and variational-hemivariational inequalities. With contact mechanics as application background, stability is analyzed for solutions with respect to combined or separate perturbations in constitutive relations, external forces, constraints, and non-smooth contact boundary conditions of the inequality problems. The stability result is first proved for a general variational-hemivariational inequality. Then, stability results are obtained for various variational inequalities and hemivariational inequalities as special cases. Finally, we illustrate applications of the theoretical results for the stability analysis of model problems in contact mechanics.
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- 2019
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8. Virtual Element Method for an Elliptic Hemivariational Inequality with Applications to Contact Mechanics
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Jianguo Huang, Weimin Han, and Fang Feng
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Numerical Analysis ,Optimization problem ,Applied Mathematics ,Numerical analysis ,General Engineering ,Regular polygon ,01 natural sciences ,Theoretical Computer Science ,010101 applied mathematics ,Computational Mathematics ,Contact mechanics ,Computational Theory and Mathematics ,Error analysis ,Applied mathematics ,0101 mathematics ,Element (category theory) ,Hemivariational inequality ,Software ,Mathematics - Abstract
This paper is on the numerical solution of an elliptic hemivariational inequality by the virtual element method. We introduce an abstract framework of the numerical method and provide an error analysis. We then apply the virtual element method to solve two contact problems: a bilateral contact problem with friction and a frictionless normal compliance contact problem. Error estimates of their numerical solutions are derived, which are of optimal order for the linear virtual element method, under appropriate solution regularity assumptions. The discrete problem can be formulated as an optimization problem for a difference of two convex (DC) functions, and a convergent algorithm is introduced to solve it. Numerical examples are reported to show the performance of the proposed methods.
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- 2019
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9. Numerical analysis of history-dependent hemivariational inequalities and applications to viscoelastic contact problems with normal penetration
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Weimin Han, Ziping Huang, Cheng Wang, Wei Xu, and Wenbin Chen
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Linear element ,Numerical analysis ,010103 numerical & computational mathematics ,Penetration (firestop) ,Type inequality ,01 natural sciences ,Viscoelasticity ,010101 applied mathematics ,Computational Mathematics ,Computational Theory and Mathematics ,Numerical approximation ,Modeling and Simulation ,Applied mathematics ,0101 mathematics ,Mathematics - Abstract
In this paper numerical approximation of history-dependent hemivariational inequalities with constraint is considered, and corresponding Cea’s type inequality is derived for error estimate. For a viscoelastic contact problem with normal penetration, an optimal order error estimate is obtained for the linear element method. A numerical experiment for the contact problem is reported which provides numerical evidence of the convergence order predicted by the theoretical analysis.
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- 2019
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10. Numerical analysis of history-dependent variational–hemivariational inequalities with applications in contact mechanics
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Weimin Han, Ziping Huang, Wenbin Chen, Cheng Wang, and Wei Xu
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Spatial variable ,Applied Mathematics ,Numerical analysis ,010103 numerical & computational mathematics ,01 natural sciences ,Finite element method ,Viscoelasticity ,010101 applied mathematics ,Computational Mathematics ,Trapezoidal rule (differential equations) ,Contact mechanics ,Applied mathematics ,0101 mathematics ,Quasistatic process ,Mathematics - Abstract
This paper is devoted to numerical analysis of history-dependent variational– hemivariational inequalities arising in contact problems for viscoelastic material. We introduce both temporally semi-discrete approximation and fully discrete approximation for the problem, where the temporal integration is approximated by a trapezoidal rule and the spatial variable is approximated by the finite element method. We analyze the discrete schemes and derive error bounds. The results are applied for the numerical solution of a quasistatic contact problem. For the linear finite element method, we prove that the error estimation for the numerical solution is of optimal order under appropriate solution regularity assumptions.
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- 2019
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11. Virtual Element Methods for Elliptic Variational Inequalities of the Second Kind
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Jianguo Huang, Weimin Han, and Fang Feng
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Numerical Analysis ,Applied Mathematics ,General Engineering ,Solver ,01 natural sciences ,Theoretical Computer Science ,Numerical integration ,Term (time) ,010101 applied mathematics ,Computational Mathematics ,Mathematics::Probability ,Computational Theory and Mathematics ,Error analysis ,Friction Problem ,Variational inequality ,Applied mathematics ,0101 mathematics ,Element (category theory) ,Software ,Mathematics - Abstract
This paper is devoted to virtual element methods for solving elliptic variational inequalities (EVIs) of the second kind. First, a general framework is provided for the numerical solution of the EVIs and for its error analysis. Then virtual element methods are applied to solve two representative EVIs: a simplified friction problem and a frictional contact problem. Optimal order error estimates are derived for the virtual element solutions of the two representative EVIs, including the effects of numerical integration for the non-smooth term in the EVIs. A fast solver is introduced to solve the discrete problems. Several numerical examples are included to show the numerical performance of the proposed methods.
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- 2019
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12. On a family of discontinuous Galerkin fully-discrete schemes for the wave equation
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Fei Wang, Weimin Han, and Limin He
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Discretization ,Applied Mathematics ,Order (ring theory) ,010103 numerical & computational mathematics ,Wave equation ,01 natural sciences ,Stability (probability) ,Omega ,010101 applied mathematics ,Computational Mathematics ,Discontinuous Galerkin method ,Convergence (routing) ,Applied mathematics ,0101 mathematics ,Mathematics ,Variable (mathematics) - Abstract
In this paper, we study a family of discontinuous Galerkin (DG) fully discrete schemes for solving the second-order wave equation. The spatial variable discretization is based on an application of the DG method. The temporal variable discretization depends on a parameter $$\theta \in [0,1]$$ . Under suitable regularity hypotheses on the solution, optimal order error bounds are shown for the numerical schemes with $$\theta \in [\frac{1}{2},1]$$ , unconditionally with respect to the spatial mesh-size and the time-step, and for the numerical schemes with $$\theta \in [0,\frac{1}{2})$$ where a Courant–Friedrichs–Lewy stability condition is satisfied relating the mesh-size and the time-step. The optimal order error estimates are derived for $$H^{1}(\Omega )$$ and $$L^{2}(\Omega )$$ norms. Simulation results are reported to provide numerical evidence of the optimal convergence orders predicted by the theory.
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- 2021
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13. Minimization principle in study of a stokes hemivariational inequality
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Weimin Han and Min Ling
- Subjects
Applied Mathematics ,010102 general mathematics ,Subderivative ,Slip (materials science) ,01 natural sciences ,010101 applied mathematics ,Nonlinear system ,Convex optimization ,Applied mathematics ,Boundary value problem ,Minification ,Uniqueness ,0101 mathematics ,Hemivariational inequality ,Mathematics - Abstract
In this paper, an equivalent minimization principle is established for a hemivariational inequality of the stationary Stokes equations with a nonlinear slip boundary condition. Under certain assumptions on the data, it is shown that there is a unique minimizer of the minimization problem, and furthermore, the mixed formulation of the Stokes hemivariational inequality has a unique solution. The proof of the result is based on basic knowledge of convex minimization. For comparison, in the existing literature, the solution existence and uniqueness result for the Stokes hemivariational inequality is proved through the notion of pseudomonotonicity and an application of an abstract surjectivity result for pseudomonotone operators, in which an additional linear growth condition is required on the subdifferential of a super-potential in the nonlinear slip boundary condition.
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- 2021
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14. A revisit of elliptic variational-hemivariational inequalities
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Weimin Han
- Subjects
Control and Optimization ,Inequality ,media_common.quotation_subject ,010102 general mathematics ,01 natural sciences ,Computer Science Applications ,010101 applied mathematics ,Signal Processing ,Applied mathematics ,Uniqueness ,0101 mathematics ,Hemivariational inequality ,Analysis ,Mathematics ,media_common - Abstract
In this paper, we provide an alternative approach to establish the solution existence and uniqueness for elliptic variational-hemivariational inequalities. The new approach is based on elementary results from functional analysis, and thus removes the need of the notion of pseudomonotonicity and the dependence on surjectivity results for pseudomonotone operators. This makes the theory of elliptic variational-hemivariational inequalities more accessible to applied mathematicians and engineers. In addition, equivalent minimization principles are further explored for particular elliptic variational-hemivariational inequalities. Representative examples from contact mechanics are discussed to illustrate application of the theoretical results.
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- 2021
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15. Numerical approximation of an electro-elastic frictional contact problem modeled by hemivariational inequality
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Cheng Wang, Wenbin Chen, Wei Xu, Ziping Huang, and Weimin Han
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Linear element ,Applied Mathematics ,Mathematical analysis ,010103 numerical & computational mathematics ,Type (model theory) ,01 natural sciences ,010101 applied mathematics ,Computational Mathematics ,Numerical approximation ,Convergence (routing) ,0101 mathematics ,Galerkin method ,Hemivariational inequality ,Mathematics - Abstract
In this paper, an electro-elastic frictional contact problem is studied numerically as a hemivariational inequality. Convergence of the Galerkin approximation for the hemivariational inequality is proved, and Cea’s type inequalities are derived for error estimation. The results are applied to the electro-elastic contact problem, and an optimal order error estimate is deduced for linear element approximation. Finally, two numerical examples are reported, providing numerical evidence of the optimal convergence order theoretically predicted.
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- 2020
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16. Minimax principles for elliptic mixed hemivariational–variational inequalities
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Weimin Han and Andaluzia Matei
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Applied Mathematics ,010102 general mathematics ,General Engineering ,General Medicine ,Minimax ,01 natural sciences ,010101 applied mathematics ,Computational Mathematics ,Elementary proof ,Variational inequality ,Applied mathematics ,0101 mathematics ,General Economics, Econometrics and Finance ,Analysis ,Saddle ,Mathematics - Abstract
In this paper, minimax principles are explored for elliptic mixed hemivariational–variational inequalities. Under certain conditions, a saddle-point formulation is shown to be equivalent to a mixed hemivariational–variational inequality. While the minimax principle is of independent interest, it is employed in this paper to provide an elementary proof of the solution existence of the mixed hemivariational–variational inequality. Theoretical results are illustrated in the applications of two contact problems.
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- 2022
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17. Solving a nonlinear inverse Robin problem through a linear Cauchy problem
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Weimin Han, P. J. Yu, Xiaoliang Cheng, Rongfang Gong, and Qinian Jin
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Cauchy problem ,Diffusion equation ,Applied Mathematics ,010102 general mathematics ,Inverse ,Mathematics::Spectral Theory ,Inverse problem ,01 natural sciences ,010101 applied mathematics ,Tikhonov regularization ,Nonlinear system ,Applied mathematics ,0101 mathematics ,Computer Science::Operating Systems ,Analysis ,Mathematics - Abstract
Considered in this paper is an inverse Robin problem governed by a steady-state diffusion equation. By the Robin inverse problem, one wants to recover the unknown Robin coefficient on an inaccessib...
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- 2018
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18. Discontinuous Galerkin Methods for Solving a Frictional Contact Problem with Normal Compliance
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Weimin Han, Wenqiang Xiao, and Fei Wang
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010101 applied mathematics ,Control and Optimization ,Consistency (statistics) ,Discontinuous Galerkin method ,Signal Processing ,Stability (learning theory) ,Applied mathematics ,010103 numerical & computational mathematics ,0101 mathematics ,01 natural sciences ,Analysis ,Computer Science Applications ,Mathematics - Abstract
Several discontinuous Galerkin (DG) methods are introduced for solving a frictional contact problem with normal compliance, which is modeled as a quasi-variational inequality. Consistency, boundedness, and stability are established for the DG methods. Two numerical examples are presented to illustrate the performance of the DG methods.
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- 2018
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19. A two level algorithm for an obstacle problem
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Joseph Eichholz, Weimin Han, and Fei Wang
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Linear element ,Applied Mathematics ,Degrees of freedom (statistics) ,Boundary (topology) ,010103 numerical & computational mathematics ,01 natural sciences ,Finite element method ,010101 applied mathematics ,Computational Mathematics ,Quadratic equation ,Obstacle problem ,Variational inequality ,Free boundary problem ,0101 mathematics ,Algorithm ,Mathematics - Abstract
Due to the inequality feature of the obstacle problem, the standard quadratic finite element method for solving the problem can only achieve an error bound of the form O ( N − 3 / 4 + ϵ ) , N being the total number of degrees of freedom, and ϵ > 0 arbitrary. To achieve a better error bound, the key lies in how to capture the free boundary accurately. In this paper, we propose a two level algorithm for solving the obstacle problem. The first part of the algorithm is through the use of the linear elements on a quasi-uniform mesh. Then information on the approximate free boundary from the linear element solution is used in the construction of a quadratic finite element method. Under some assumptions, it is shown that the numerical solution from the two level algorithm is expected to have a nearly optimal error bound of O ( N − 1 + ϵ ) , ϵ > 0 arbitrary. Such an expected convergence order is observed numerically in numerical examples.
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- 2018
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20. Numerical analysis of stationary variational-hemivariational inequalities
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David Danan, Weimin Han, and Mircea Sofonea
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Inequality ,Applied Mathematics ,media_common.quotation_subject ,Numerical analysis ,Regular polygon ,010103 numerical & computational mathematics ,First order ,01 natural sciences ,Finite element method ,010101 applied mathematics ,Computational Mathematics ,Convergence (routing) ,Applied mathematics ,Order (group theory) ,0101 mathematics ,media_common ,Mathematics - Abstract
Variational-hemivariational inequalities refer to the inequality problems where both convex and nonconvex functions are involved. In this paper, we consider the numerical solution of a family of stationary variational-hemivariational inequalities by the finite element method. For a variational-hemivariational inequality of a general form, we prove convergence of numerical solutions. For some particular variational-hemivariational inequalities, we provide error estimates of numerical solutions, which are of optimal order for the linear finite element method under appropriate solution regularity assumptions. Numerical results are reported on solving a variational-hemivariational inequality modeling the contact between an elastic body and a foundation with the linear finite element, illustrating the theoretically predicted optimal first order convergence and providing their mechanical interpretations.
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- 2018
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21. Discontinuous Galerkin Methods for a Stationary Navier–Stokes Problem with a Nonlinear Slip Boundary Condition of Friction Type
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Weimin Han, Feifei Jing, Wenjing Yan, and Fei Wang
- Subjects
Numerical Analysis ,Applied Mathematics ,Mathematical analysis ,General Engineering ,010103 numerical & computational mathematics ,Slip (materials science) ,01 natural sciences ,Theoretical Computer Science ,010101 applied mathematics ,Computational Mathematics ,Nonlinear system ,Computational Theory and Mathematics ,Discontinuous Galerkin method ,Norm (mathematics) ,Variational inequality ,Piecewise ,Uniqueness ,Boundary value problem ,0101 mathematics ,Software ,Mathematics - Abstract
In this work, several discontinuous Galerkin (DG) methods are introduced and analyzed to solve a variational inequality from the stationary Navier–Stokes equations with a nonlinear slip boundary condition of friction type. Existence, uniqueness and stability of numerical solutions are shown for the DG methods. Error estimates are derived for the velocity in a broken $$H^1$$ -norm and for the pressure in an $$L^2$$ -norm, with the optimal convergence order when linear elements for the velocity and piecewise constants for the pressure are used. Numerical results are reported to demonstrate the theoretically predicted convergence orders, as well as the capability in capturing the discontinuity, the ability in handling the shear layers, the capacity in dealing with the advection-dominated problem, and the application to the general polygonal mesh of the DG methods.
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- 2018
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22. Numerical analysis of stationary variational-hemivariational inequalities with applications in contact mechanics
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Weimin Han
- Subjects
General Mathematics ,Numerical analysis ,Mathematical analysis ,Finite element approximations ,010103 numerical & computational mathematics ,01 natural sciences ,Finite element method ,010101 applied mathematics ,Contact mechanics ,Mechanics of Materials ,Convergence (routing) ,General Materials Science ,0101 mathematics ,Focus (optics) ,Hemivariational inequality ,Mathematics - Abstract
This paper is devoted to numerical analysis of general finite element approximations to stationary variational-hemivariational inequalities with or without constraints. The focus is on convergence under minimal solution regularity and error estimation under suitable solution regularity assumptions that cover both internal and external approximations of the stationary variational-hemivariational inequalities. A framework is developed for general variational-hemivariational inequalities, including a convergence result and a Céa type inequality. It is illustrated how to derive optimal order error estimates for linear finite element solutions of sample problems from contact mechanics.
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- 2017
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23. Radiative transfer with delta-Eddington-type phase functions
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Xavier Intes, Ge Wang, Feixiao Long, Weimin Han, and Wenxiang Cong
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Source function ,010504 meteorology & atmospheric sciences ,Scattering ,Applied Mathematics ,Mathematical analysis ,Phase (waves) ,Inflow ,Type (model theory) ,01 natural sciences ,Article ,010101 applied mathematics ,Computational Mathematics ,Attenuation coefficient ,Radiative transfer ,Statistical physics ,Uniqueness ,0101 mathematics ,0105 earth and related environmental sciences ,Mathematics - Abstract
The radiative transfer equation (RTE) arises in a wide variety of applications, in particular, in biomedical imaging applications associated with the propagation of light through the biological tissue. However, highly forward-peaked scattering feature in a biological medium makes it very challenging to numerically solve the RTE problem accurately. One idea to overcome the difficulty associated with the highly forward-peaked scattering is through the use of a delta-Eddington phase function. This paper is devoted to an RTE framework with a family of delta-Eddington-type phase functions. Significance in biomedical imaging applications of the RTE with delta-Eddington-type phase functions are explained. Mathematical studies of the problems include solution existence, uniqueness, and continuous dependence on the problem data: the inflow boundary value, the source function, the absorption coefficient, and the scattering coefficient. Numerical results are presented to show that employing a delta-Eddington-type phase function with properly chosen parameters provides accurate simulation results for light propagation within highly forward-peaked scattering media.
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- 2017
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24. The virtual element method for general elliptic hemivariational inequalities
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Weimin Han, Bangmin Wu, and Fei Wang
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Computer simulation ,Applied Mathematics ,010103 numerical & computational mathematics ,01 natural sciences ,010101 applied mathematics ,Constraint (information theory) ,Computational Mathematics ,Contact mechanics ,Error analysis ,Convergence (routing) ,Order (group theory) ,A priori and a posteriori ,Applied mathematics ,0101 mathematics ,Element (category theory) ,Mathematics - Abstract
An abstract framework of the virtual element method is established for solving general elliptic hemivariational inequalities with or without constraint, and a unified a priori error analysis is given for both cases. Then, virtual element methods of arbitrary order are applied to solve three elliptic hemivariational inequalities arising in contact mechanics, and optimal order error estimates are shown with the linear virtual element solutions. Numerical simulation results are reported in several contact problems; in particular, the numerical convergence orders of the lowest order virtual element solutions are shown to be in good agreement with the theoretical predictions.
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- 2021
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25. Numerical analysis of a parabolic hemivariational inequality for semipermeable media
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Cheng Wang and Weimin Han
- Subjects
Linear element ,Applied Mathematics ,Numerical analysis ,010103 numerical & computational mathematics ,Type inequality ,01 natural sciences ,Finite element method ,010101 applied mathematics ,Computational Mathematics ,Time derivative ,Convergence (routing) ,Applied mathematics ,Order (group theory) ,0101 mathematics ,Hemivariational inequality ,Mathematics - Abstract
In this paper, we consider the numerical solution of a model problem in the form of a parabolic hemivariational inequality that arises in applications of semipermeable media. The model problem is first studied as a particular case of an abstract parabolic hemivariational inequality. A general fully discrete numerical method is introduced for the abstract parabolic hemivariational inequality, where the time derivative of the unknown solution is approximated by the backward divided difference. A Cea’s type inequality is shown as a preparation for error estimation. Then the general result is specialized for the numerical solution of the model problem and an optimal order error estimate with the use of linear finite elements is derived. Finally numerical examples are presented to show the performance of the numerical solutions and the emphasis is to illustrate numerical convergence orders that match the theoretically predicted optimal first order convergence of the linear element solutions with respect to the finite element mesh-size and the time step-size.
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- 2021
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26. Numerical Analysis of Elliptic Hemivariational Inequalities
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Mikaël Barboteu, Mircea Sofonea, and Weimin Han
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Numerical Analysis ,Inequality ,Applied Mathematics ,Numerical analysis ,media_common.quotation_subject ,Mathematical analysis ,Regular polygon ,010103 numerical & computational mathematics ,01 natural sciences ,Finite element method ,General family ,010101 applied mathematics ,Computational Mathematics ,Convergence (routing) ,0101 mathematics ,Mathematics ,media_common - Abstract
This paper is devoted to a study of the numerical solution of elliptic hemivariational inequalities with or without convex constraints by the finite element method. For a general family of elliptic...
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- 2017
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27. Mixed Total Variation and L1 Regularization Method for Optical Tomography Based on Radiative Transfer Equation
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Li Li, Weimin Han, Jinping Tang, Bo Han, and Bo Bi
- Subjects
General Immunology and Microbiology ,medicine.diagnostic_test ,Applied Mathematics ,Mathematical analysis ,Regularization perspectives on support vector machines ,General Medicine ,01 natural sciences ,Regularization (mathematics) ,General Biochemistry, Genetics and Molecular Biology ,Finite element method ,010101 applied mathematics ,010309 optics ,symbols.namesake ,Discontinuous Galerkin method ,Modeling and Simulation ,0103 physical sciences ,Jacobian matrix and determinant ,medicine ,symbols ,Piecewise ,Radiative transfer ,0101 mathematics ,Optical tomography ,Mathematics - Abstract
Optical tomography is an emerging and important molecular imaging modality. The aim of optical tomography is to reconstruct optical properties of human tissues. In this paper, we focus on reconstructing the absorption coefficient based on the radiative transfer equation (RTE). It is an ill-posed parameter identification problem. Regularization methods have been broadly applied to reconstruct the optical coefficients, such as the total variation (TV) regularization and the L1 regularization. In order to better reconstruct the piecewise constant and sparse coefficient distributions, TV and L1 norms are combined as the regularization. The forward problem is discretized with the discontinuous Galerkin method on the spatial space and the finite element method on the angular space. The minimization problem is solved by a Jacobian-based Levenberg-Marquardt type method which is equipped with a split Bregman algorithms for the L1 regularization. We use the adjoint method to compute the Jacobian matrix which dramatically improves the computation efficiency. By comparing with the other imaging reconstruction methods based on TV and L1 regularizations, the simulation results show the validity and efficiency of the proposed method.
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- 2017
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28. A variant form of Korpelevichs algorithm and its convergence analysis
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Li-Jun Zhu, Minglun Ren, and Weimin Han
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010101 applied mathematics ,021103 operations research ,Algebra and Number Theory ,Convergence (routing) ,0211 other engineering and technologies ,Variant form ,02 engineering and technology ,0101 mathematics ,01 natural sciences ,Algorithm ,Analysis ,Mathematics - Published
- 2016
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29. A Discrete-Ordinate Discontinuous-Streamline Diffusion Method for the Radiative Transfer Equation
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Qiwei Sheng, Cheng Wang, and Weimin Han
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Physics and Astronomy (miscellaneous) ,Discretization ,65N30, 65R20 ,Science and engineering ,Numerical Analysis (math.NA) ,010103 numerical & computational mathematics ,01 natural sciences ,Stability (probability) ,010101 applied mathematics ,Ordinate ,Streamline diffusion ,Discontinuous Galerkin method ,FOS: Mathematics ,Radiative transfer ,Applied mathematics ,Mathematics - Numerical Analysis ,0101 mathematics ,Diffusion (business) ,Mathematics - Abstract
The radiative transfer equation (RTE) arises in many different areas of science and engineering. In this paper, we propose and investigate a discrete-ordinate discontinuous-streamline diffusion (DODSD) method for solving the RTE, which is a combination of the discrete-ordinate technique and the discontinuous-streamline diffusion method. Different from the discrete-ordinate discontinuous Galerkin (DODG) method for the RTE, an artificial diffusion parameter is added to the test functions in the spatial discretization. Stability and error estimates in certain norms are proved. Numerical results show that the proposed method can lead to a more accurate approximation in comparison with the DODG method.
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- 2016
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30. An optimal cascadic multigrid method for the radiative transfer equation
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Qiwei Sheng, Cheng Wang, and Weimin Han
- Subjects
Discretization ,Iterative method ,Applied Mathematics ,Mathematical analysis ,010103 numerical & computational mathematics ,Multigrid solver ,Computer Science::Numerical Analysis ,01 natural sciences ,010101 applied mathematics ,Computational Mathematics ,Multigrid method ,Rate of convergence ,Computer Science::Mathematical Software ,Radiative transfer ,0101 mathematics ,Diffusion (business) ,Reduction (mathematics) ,Mathematics - Abstract
This paper presents a fast and optimal multigrid solver for the radiative transfer equation. A discrete-ordinate discontinuous-streamline diffusion method is employed to discretize the radiative transfer equation. Instead of utilizing conventional multigrid methods for spatial variables only, a spatial cascadic multigrid method and a full cascadic multigrid method are developed to achieve rapid convergence in iterative calculation. Preliminary analysis is also conducted, suggesting the optimal convergence rate. Numerical tests show a significant reduction of the computational time compared to conventional iterative methods for the radiative transfer equation.
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- 2016
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31. Well-posedness and optimal control of a hemivariational inequality for nonstationary Stokes fluid flow
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Weimin Han and Changjie Fang
- Subjects
Applied Mathematics ,010102 general mathematics ,Mathematical analysis ,Subderivative ,Weak formulation ,Optimal control ,01 natural sciences ,Nonlinear boundary conditions ,010101 applied mathematics ,Fluid dynamics ,Discrete Mathematics and Combinatorics ,Uniqueness ,0101 mathematics ,Hemivariational inequality ,Analysis ,Well posedness ,Mathematics - Abstract
A time-dependent Stokes fluid flow problem is studied with nonlinear boundary conditions described by the Clarke subdifferential. We present equivalent weak formulations of the problem, one of them in the form of a hemivariational inequality. The existence of a solution is shown through a limiting procedure based on temporally semi-discrete approximations. Uniqueness of the solution and its continuous dependence on data are also established. Finally, we present a result on the existence of a solution to an optimal control problem for the hemivariational inequality.
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- 2016
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32. A coupled complex boundary method for an inverse conductivity problem with one measurement
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Rongfang Gong, Xiaoliang Cheng, and Weimin Han
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Applied Mathematics ,Computation ,010102 general mathematics ,Mathematical analysis ,Inverse ,Inverse problem ,01 natural sciences ,Dirichlet distribution ,010101 applied mathematics ,Tikhonov regularization ,symbols.namesake ,Robustness (computer science) ,Problem domain ,symbols ,Boundary value problem ,0101 mathematics ,Analysis ,Mathematics - Abstract
We recently proposed in [Cheng, XL et al. A novel coupled complex boundary method for inverse source problems Inverse Problem 2014 30 055002] a coupled complex boundary method (CCBM) for inverse source problems. In this paper, we apply the CCBM to inverse conductivity problems (ICPs) with one measurement. In the ICP, the diffusion coefficient q is to be determined from both Dirichlet and Neumann boundary data. With the CCBM, q is sought such that the imaginary part of the solution of a forward Robin boundary value problem vanishes in the problem domain. This brings in advantages on robustness and computation in reconstruction. Based on the complex forward problem, the Tikhonov regularization is used for a stable reconstruction. Some theoretical analysis is given on the optimization models. Several numerical examples are provided to show the feasibility and usefulness of the CCBM for the ICP. It is illustrated that as long as all the subdomains share some portion of the boundary, our CCBM-based Tikhonov re...
- Published
- 2016
- Full Text
- View/download PDF
33. Minimization principles for elliptic hemivariational inequalities
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Weimin Han
- Subjects
Inequality ,Applied Mathematics ,media_common.quotation_subject ,Numerical analysis ,010102 general mathematics ,General Engineering ,Regular polygon ,General Medicine ,01 natural sciences ,010101 applied mathematics ,Computational Mathematics ,Contact mechanics ,Applied mathematics ,Minification ,Uniqueness ,0101 mathematics ,General Economics, Econometrics and Finance ,Equivalence (measure theory) ,Analysis ,media_common ,Mathematics ,Energy functional - Abstract
In this paper, we explore conditions under which certain elliptic hemivariational inequalities permit equivalent minimization principles. It is shown that for an elliptic variational–hemivariational inequality, under the usual assumptions that guarantee the solution existence and uniqueness, if an additional condition is satisfied, the solution of the variational–hemivariational inequality is also the minimizer of a corresponding energy functional. Then, two variants of the equivalence result are given, that are more convenient to use for applications in contact mechanics and in numerical analysis of the variational–hemivariational inequality. When the convex terms are dropped, the results on the elliptic variational–hemivariational inequalities are reduced to that on “pure” elliptic hemivariational inequalities. Finally, two representative examples from contact mechanics are discussed to illustrate application of the theoretical results.
- Published
- 2020
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34. Convergence analysis of numerical solutions for optimal control of variational–hemivariational inequalities
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Danfu Han, Junfeng Zhao, Stanisław Migórski, and Weimin Han
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Inequality ,Applied Mathematics ,media_common.quotation_subject ,Science and engineering ,010102 general mathematics ,Optimal control ,01 natural sciences ,010101 applied mathematics ,Convergence (routing) ,Applied mathematics ,0101 mathematics ,media_common ,Mathematics ,Physical quantity - Abstract
Variational–hemivariational inequalities and hemivariational inequalities form a powerful mathematical tool in modeling and studying problems in science and engineering where non-smooth, non-monotone and multi-valued relations among different physical quantities are present. In this paper, we consider the numerical solution of optimal control problems for variational–hemivariational inequalities or hemivariational inequalities, and prove the convergence of numerical solutions under rather general assumptions.
- Published
- 2020
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- View/download PDF
35. Well-posedness of the diffusive-viscous wave equation arising in geophysics
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Jinghuai Gao, Yijie Zhang, Wenhao Xu, and Weimin Han
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Applied Mathematics ,Attenuation ,010102 general mathematics ,Geophysics ,Wave equation ,01 natural sciences ,Seismic wave ,Physics::Geophysics ,Physics::Fluid Dynamics ,010101 applied mathematics ,0101 mathematics ,Porous medium ,Analysis ,Well posedness ,Mathematics - Abstract
The diffusive-viscous wave equation arises in a variety of applications in geophysics such as the attenuation of seismic waves propagating in fluid-saturated solids, and frequency-dependent phenomena in porous media. This paper provides a well-posedness analysis on the initial-boundary value problem of the diffusive-viscous wave equation.
- Published
- 2020
- Full Text
- View/download PDF
36. Numerical Studies of a Hemivariational Inequality for a Viscoelastic Contact Problem with Damage
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Weimin Han, Anna Ochal, and Michal Jureczka
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Applied Mathematics ,Mathematical analysis ,Finite difference ,010103 numerical & computational mathematics ,Numerical Analysis (math.NA) ,01 natural sciences ,Displacement (vector) ,Finite element method ,010101 applied mathematics ,Computational Mathematics ,Differential inclusion ,Time derivative ,Piecewise ,FOS: Mathematics ,65N30, 65M06, 47J20, 74M10, 74M15 ,Mathematics - Numerical Analysis ,Uniqueness ,0101 mathematics ,Quasistatic process ,Mathematics - Abstract
This paper is devoted to the study of a hemivariational inequality modeling the quasistatic bilateral frictional contact between a viscoelastic body and a rigid foundation. The damage effect is built into the model through a parabolic differential inclusion for the damage function. A solution existence and uniqueness result is presented. A fully discrete scheme is introduced with the time derivative of the damage function approximated by the backward finite different and the spatial derivatives approximated by finite elements. An optimal order error estimate is derived for the fully discrete scheme when linear elements are used for the velocity and displacement variables, and piecewise constants are used for the damage function. Simulation results on numerical examples are reported illustrating the performance of the fully discrete scheme and the theoretically predicted convergence orders., Comment: 22 pages, 5 figures
- Published
- 2019
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37. Convergence analysis of penalty based numerical methods for constrained inequality problems
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Weimin Han and Mircea Sofonea
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Inequality ,Applied Mathematics ,Numerical analysis ,media_common.quotation_subject ,Zero (complex analysis) ,MathematicsofComputing_NUMERICALANALYSIS ,010103 numerical & computational mathematics ,Numerical Analysis (math.NA) ,01 natural sciences ,010101 applied mathematics ,Constraint (information theory) ,Computational Mathematics ,Contact mechanics ,Variational inequality ,Convergence (routing) ,ComputingMethodologies_SYMBOLICANDALGEBRAICMANIPULATION ,FOS: Mathematics ,Applied mathematics ,Symbolic convergence theory ,Mathematics - Numerical Analysis ,0101 mathematics ,Mathematics ,media_common - Abstract
This paper presents a general convergence theory of penalty based numerical methods for elliptic constrained inequality problems, including variational inequalities, hemivariational inequalities, and variational-hemivariational inequalities. The constraint is relaxed by a penalty formulation and is re-stored as the penalty parameter tends to zero. The main theoretical result of the paper is the convergence of the penalty based numerical solutions to the solution of the constrained inequality problem as the mesh-size and the penalty parameter approach zero simultaneously but independently. The convergence of the penalty based numerical methods is first established for a general elliptic variational-hemivariational inequality with constraints, and then for hemivariational inequalities and variational inequalities as special cases. Applications to problems in contact mechanics are described.
- Published
- 2019
- Full Text
- View/download PDF
38. Numerical Analysis of a Contact Problem with Wear
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Danfu Han, Anna Ochal, Weimin Han, and Michal Jureczka
- Subjects
Imagination ,Surface (mathematics) ,media_common.quotation_subject ,Numerical analysis ,Mathematical analysis ,010103 numerical & computational mathematics ,Numerical Analysis (math.NA) ,01 natural sciences ,010101 applied mathematics ,Computational Mathematics ,Computational Theory and Mathematics ,Error analysis ,Modeling and Simulation ,Convergence (routing) ,FOS: Mathematics ,Mathematics - Numerical Analysis ,0101 mathematics ,Quasistatic process ,35Q74, 49J40, 65K10, 65M60, 74S05, 74M15, 74M10, 74G15 ,media_common ,Mathematics - Abstract
This paper represents a sequel to the previous one, where numerical solution of a quasistatic contact problem is considered for an elastic body in frictional contact with a moving foundation. The model takes into account wear of the contact surface of the body caused by the friction. Some preliminary error analysis for a fully discrete approximation of the contact problem was provided in the previous paper. In this paper, we consider a more general fully discrete numerical scheme for the contact problem, derive optimal order error bounds and present computer simulation results showing that the numerical convergence orders match the theoretical predictions., Comment: 13 pages, 6 figures
- Published
- 2019
- Full Text
- View/download PDF
39. A coupled complex boundary method for the Cauchy problem
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Weimin Han, Rongfang Gong, and Xiaoliang Cheng
- Subjects
Cauchy problem ,Applied Mathematics ,Mathematical analysis ,Mathematics::Analysis of PDEs ,General Engineering ,010103 numerical & computational mathematics ,Mixed boundary condition ,01 natural sciences ,Robin boundary condition ,Computer Science Applications ,010101 applied mathematics ,symbols.namesake ,Dirichlet boundary condition ,symbols ,Free boundary problem ,Neumann boundary condition ,Cauchy boundary condition ,Boundary value problem ,0101 mathematics ,Mathematics - Abstract
Considered in this paper is a Cauchy problem governed by an elliptic partial differential equation. In the Cauchy problem, one wants to recover the unknown Neumann and Dirichlet data on a part of the boundary from the measured Neumann and Dirichlet data, usually contaminated with noise, on the remaining part of the boundary. The Cauchy problem is an inverse problem with severe ill-posedness. In this paper, a coupled complex boundary method (CCBM), originally proposed in [Cheng XL, Gong RF, Han W, et al. A novel coupled complex boundary method for solving inverse source problems. Inverse Prob. 2014;30:055002], is applied to solve the Cauchy problem stably. With the CCBM, all the data, including the known and unknown ones on the boundary are used in a complex Robin boundary on the whole boundary. As a result, the Cauchy problem is transferred into a complex Robin boundary problem of finding the unknown data such that the imaginary part of the solution equals zero in the domain. Then the Tikhonov regularizat...
- Published
- 2016
- Full Text
- View/download PDF
40. A New Coupled Complex Boundary Method for Bioluminescence Tomography
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Xiaoliang Cheng, Weimin Han, and Rongfang Gong
- Subjects
Physics and Astronomy (miscellaneous) ,Boundary (topology) ,01 natural sciences ,Regularization (mathematics) ,Stability (probability) ,Finite element method ,Robin boundary condition ,010101 applied mathematics ,010309 optics ,Tikhonov regularization ,Rate of convergence ,0103 physical sciences ,Applied mathematics ,Boundary value problem ,0101 mathematics ,Mathematics - Abstract
In this paper, we introduce and study a new method for solving inverse source problems, through a working model that arises in bioluminescence tomography (BLT). In the BLT problem, one constructs quantitatively the bioluminescence source distribution inside a small animal from optical signals detected on the animal's body surface. The BLT problem possesses strong ill-posedness and often the Tikhonov regularization is used to obtain stable approximate solutions. In conventional Tikhonov regularization, it is crucial to choose a proper regularization parameter for trade off between the accuracy and stability of approximate solutions. The new method is based on a combination of the boundary condition and the boundary measurement in a parameter-dependent single complex Robin boundary condition, followed by the Tikhonov regularization. By properly adjusting the parameter in the Robin boundary condition, we achieve two important properties for our new method: first, the regularized solutions are uniformly stable with respect to the regularization parameter so that the regularization parameter can be chosen based solely on the consideration of the solution accuracy; second, the convergence order of the regularized solutions reaches one with respect to the noise level. Then, the finite element method is used to compute numerical solutions and a new finite element error estimate is derived for discrete solutions. These results improve related results found in the existing literature. Several numerical examples are provided to illustrate the theoretical results.
- Published
- 2016
- Full Text
- View/download PDF
41. Numerical solution of a contact problem with unilateral constraint and history-dependent penetration
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Mircea Sofonea, Weimin Han, and Mikaël Barboteu
- Subjects
Viscoplasticity ,Computer simulation ,Augmented Lagrangian method ,General Mathematics ,Numerical analysis ,010102 general mathematics ,General Engineering ,Mechanics ,Penetration (firestop) ,01 natural sciences ,010101 applied mathematics ,Constraint (information theory) ,Classical mechanics ,Obstacle ,0101 mathematics ,Quasistatic process ,Mathematics - Abstract
A numerical method is presented for a mathematical model which describes the frictionless contact between a viscoplastic body and an obstacle, the so-called foundation. The process is quasistatic, and the contact is modeled with normal compliance and unilateral constraint, in such a way that the stiffness coefficient depends on the history of the penetration. A solution algorithm is discussed and implemented. Numerical simulation results are reported, illustrating the mechanical behavior related to the contact condition.
- Published
- 2015
- Full Text
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42. A penalty method for history-dependent variational–hemivariational inequalities
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Mircea Sofonea, Stanisław Migórski, Weimin Han, LAboratoire de Mathématiques et PhySique (LAMPS), Université de Perpignan Via Domitia (UPVD), Institute of Computer Science [Krakow], Uniwersytet Jagielloński w Krakowie = Jagiellonian University (UJ), and Arizona State University [Tempe] (ASU)
- Subjects
Class (set theory) ,Sequence ,Inequality ,Mathematical model ,media_common.quotation_subject ,010102 general mathematics ,Zero (complex analysis) ,01 natural sciences ,010101 applied mathematics ,Computational Mathematics ,Computational Theory and Mathematics ,Modeling and Simulation ,Convergence (routing) ,Applied mathematics ,Penalty method ,0101 mathematics ,[MATH]Mathematics [math] ,Quasistatic process ,ComputingMilieux_MISCELLANEOUS ,Mathematics ,media_common - Abstract
Penalty methods approximate a constrained variational or hemivariational inequality problem through a sequence of unconstrained ones as the penalty parameter approaches zero. The methods are useful in the numerical solution of constrained problems, and they are also useful as a tool in proving solution existence of constrained problems. This paper is devoted to a theoretical analysis of penalty methods for a general class of variational–hemivariational inequalities with history-dependent operators. Unique solvability of penalized problems is shown, as well as the convergence of their solutions to the solution of the original history-dependent variational–hemivariational inequality as the penalty parameter tends to zero. The convergence result proved here generalizes several existing convergence results of penalty methods. Finally, the theoretical results are applied to examples of history-dependent variational–hemivariational inequalities in mathematical models describing the quasistatic contact between a viscoelastic rod and a reactive foundation.
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- 2018
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- View/download PDF
43. Analysis of a general dynamic history-dependent variational–hemivariational inequality
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Mircea Sofonea, Stanisław Migórski, Weimin Han, Department of Mathematics, University of Iowa, University of Iowa [Iowa City], Uniwersytet Jagielloński w Krakowie = Jagiellonian University (UJ), LAboratoire de Mathématiques et PhySique (LAMPS), and Université de Perpignan Via Domitia (UPVD)
- Subjects
Applied Mathematics ,Weak solution ,010102 general mathematics ,Superpotential ,Mathematical analysis ,General Engineering ,General Medicine ,Subderivative ,Lipschitz continuity ,01 natural sciences ,010101 applied mathematics ,Coulomb's law ,Computational Mathematics ,Nonlinear system ,symbols.namesake ,symbols ,Boundary value problem ,Uniqueness ,0101 mathematics ,[MATH]Mathematics [math] ,General Economics, Econometrics and Finance ,Analysis ,ComputingMilieux_MISCELLANEOUS ,Mathematics - Abstract
This paper is devoted to the study of a general dynamic variational–hemivariational inequality with history-dependent operators. These operators appear in a convex potential and in a locally Lipschitz superpotential. The existence and uniqueness of a solution to the inequality problem is explored through a result on a class of nonlinear evolutionary abstract inclusions involving a nonmonotone multivalued term described by the Clarke generalized gradient. The result presented in this paper is new and general. It can be applied to study various dynamic contact problems. As an illustrative example, we apply the theory on a dynamic frictional viscoelastic contact problem in which the contact is modeled by a nonmonotone Clarke subdifferential boundary condition and the friction is described by a version of the Coulomb law of dry friction with the friction bound depending on the total slip.
- Published
- 2017
- Full Text
- View/download PDF
44. Numerical analysis of an evolutionary variational–hemivariational inequality with application in contact mechanics
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Weimin Han, Mikaël Barboteu, Krzysztof Bartosz, LAboratoire de Mathématiques et PhySique (LAMPS), Université de Perpignan Via Domitia (UPVD), Institute of Computer Science [Krakow], Uniwersytet Jagielloński w Krakowie = Jagiellonian University (UJ), Department of Mathematics, University of Iowa, and University of Iowa [Iowa City]
- Subjects
Computer simulation ,Mechanical Engineering ,Numerical analysis ,Mathematical analysis ,Computational Mechanics ,Finite difference ,General Physics and Astronomy ,010103 numerical & computational mathematics ,01 natural sciences ,Finite element method ,Computer Science Applications ,010101 applied mathematics ,Contact mechanics ,Mechanics of Materials ,Time derivative ,Order (group theory) ,Point (geometry) ,0101 mathematics ,[MATH]Mathematics [math] ,ComputingMilieux_MISCELLANEOUS ,Mathematics - Abstract
Variational–hemivariational inequalities are useful in applications in science and engineering. This paper is devoted to numerical analysis for an evolutionary variational–hemivariational inequality. We introduce a fully discrete scheme for the inequality, using a finite element approach for the spatial approximation and a backward finite difference to approximate the time derivative. We present a Cea type inequality which is the starting point for error estimation. Then we apply the results in the numerical solution of a problem arising in contact mechanics, and derive an optimal order error estimate when the linear elements are used. Finally, we report numerical simulation results on solving a model contact problem, and provide numerical evidence on the theoretically predicted optimal order error estimate.
- Published
- 2017
- Full Text
- View/download PDF
45. $ \newcommand{\e}{{\rm e}} {\alpha\ell_{1}-\beta\ell_{2}}$ regularization for sparse recovery
- Author
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Weimin Han and Liang Ding
- Subjects
Applied Mathematics ,010103 numerical & computational mathematics ,Non smooth ,01 natural sciences ,Regularization (mathematics) ,Computer Science Applications ,Theoretical Computer Science ,010101 applied mathematics ,Frank–Wolfe algorithm ,Rate of convergence ,Signal Processing ,Applied mathematics ,A priori and a posteriori ,0101 mathematics ,Mathematical Physics ,Mathematics - Abstract
This paper presents a novel regularization with a non-convex, non-smooth term of the form with parameters to solve ill-posed linear problems with sparse solutions. We investigate the existence, stability and convergence of the regularized solution. It is shown that this type of regularization is well-posed and yields sparse solutions. Under an appropriate source condition, we get the convergence rate in the -norm for a priori and a posteriori parameter choice rules, respectively. A numerical algorithm is proposed and analyzed based on an iterative threshold strategy with the generalized conditional gradient method. We prove the convergence even though the regularization term is non-smooth and non-convex. The algorithm can easily be implemented because of its simple structure. Some numerical experiments are performed to test the efficiency of the proposed approach. The experiments show that regularization with performs better in comparison with the classical sparsity regularization and can be used as an alternative to the regularizer.
- Published
- 2019
- Full Text
- View/download PDF
46. Analysis of a viscoelastic contact problem with multivalued normal compliance and unilateral constraint
- Author
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Weimin Han, Mikaël Barboteu, and Mircea Sofonea
- Subjects
Frictionless contact ,Mechanical Engineering ,010102 general mathematics ,Mathematical analysis ,Constitutive equation ,Computational Mechanics ,General Physics and Astronomy ,01 natural sciences ,Viscoelasticity ,Computer Science Applications ,010101 applied mathematics ,Constraint (information theory) ,Mechanics of Materials ,Scheme (mathematics) ,Long memory ,Convergence (routing) ,0101 mathematics ,Quasistatic process ,Mathematics - Abstract
We consider a mathematical model which describes the quasistatic contact between a viscoelastic body and a foundation. The material’s behavior is modeled with a constitutive law with long memory. The contact is frictionless and is modeled with a multivalued normal compliance condition and unilateral constraint. We present the classical formulation of the problem, list the assumptions on the data and derive a variational formulation of the model. Then we prove its unique solvability. The proof is based on arguments of history-dependent quasivariational inequalities. We also study the dependence of the solution with respect to the data and prove a convergence result. Further, we introduce a fully discrete scheme to solve the problem numerically. Under certain solution regularity assumptions, we derive an optimal order error estimate. Finally, we provide numerical validations both for the convergence and the error estimate results, in the study of a two-dimensional test problem.
- Published
- 2013
- Full Text
- View/download PDF
47. A Variational-Hemivariational Inequality in Contact Mechanics
- Author
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Mikaël Barboteu, Mircea Sofonea, and Weimin Han
- Subjects
Computer simulation ,010102 general mathematics ,Mathematical analysis ,Order (ring theory) ,Contact model ,01 natural sciences ,Finite element method ,010101 applied mathematics ,Contact mechanics ,Convergence (routing) ,Displacement field ,0101 mathematics ,Hemivariational inequality ,Mathematics - Abstract
This chapter deals with a new mathematical model for the frictional contact between an elastic body and a rigid foundation covered by a deformable layer made of soft material. We study the model in the form of a variational-hemivariational inequality for the displacement field. We review a unique solvability result of the problem under certain assumptions on the data. Then we turn to the numerical solution of the problem, based on the finite element method. We derive an optimal order error estimate for the linear finite element solution. Finally, we present numerical simulation results in the study of a two-dimentional academic example. The theoretically predicted optimal convergence order is observed numerically. Moreover, we provide mechanical interpretations of the numerical results for our contact model.
- Published
- 2017
- Full Text
- View/download PDF
48. Analysis of a dynamic electro-elastic problem
- Author
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Weimin Han, Kamran Kazmi, Mircea Sofonea, and Mikaël Barboteu
- Subjects
Computer simulation ,Applied Mathematics ,Mathematical analysis ,Computational Mechanics ,Order (ring theory) ,010103 numerical & computational mathematics ,State (functional analysis) ,01 natural sciences ,Finite element method ,010101 applied mathematics ,Dynamic problem ,Scheme (mathematics) ,Convergence (routing) ,Infinitesimal generator ,0101 mathematics ,Mathematics - Abstract
We study a dynamic problem for linearly electro-elastic materials, permitting piezoelectric effects. As a theoretical result, we state and prove the existence of a unique solution to the problem by using arguments of semi-linear evolutionary equations and semigroups of linear continuous operators. Then we introduce a fully discrete scheme to solve the problem numerically. Under certain solution regularity assumptions, we derive an optimal order error estimate. Finally, we present some numerical results on a two-dimensional test problem to illustrate the theoretical error estimate.
- Published
- 2013
- Full Text
- View/download PDF
49. A class of hemivariational inequalities for nonstationary Navier–Stokes equations
- Author
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Stanisław Migórski, Mircea Sofonea, Changjie Fang, Weimin Han, School of Materials Sciences and Engineering, Dalian University of Technology, Arizona State University [Tempe] (ASU), Uniwersytet Jagielloński w Krakowie = Jagiellonian University (UJ), LAboratoire de Mathématiques et PhySique (LAMPS), and Université de Perpignan Via Domitia (UPVD)
- Subjects
Sequence ,Applied Mathematics ,Mathematical analysis ,General Engineering ,Boundary (topology) ,010103 numerical & computational mathematics ,General Medicine ,01 natural sciences ,Backward Euler method ,Domain (mathematical analysis) ,010101 applied mathematics ,Computational Mathematics ,Time derivative ,Limit (mathematics) ,Uniqueness ,0101 mathematics ,[MATH]Mathematics [math] ,Navier–Stokes equations ,General Economics, Econometrics and Finance ,Analysis ,ComputingMilieux_MISCELLANEOUS ,Mathematics - Abstract
This paper is devoted to the study of a class of hemivariational inequalities for the time-dependent Navier–Stokes equations, including both boundary hemivariational inequalities and domain hemivariational inequalities. The hemivariational inequalities are analyzed in the framework of an abstract hemivariational inequality. Solution existence for the abstract hemivariational inequality is explored through a limiting procedure for a temporally semi-discrete scheme based on the backward Euler difference of the time derivative, known as the Rothe method. It is shown that solutions of the Rothe scheme exist, they contain a weakly convergent subsequence as the time step-size approaches zero, and any weak limit of the solution sequence is a solution of the abstract hemivariational inequality. It is further shown that under certain conditions, a solution of the abstract hemivariational inequality is unique and the solution of the abstract hemivariational inequality depends continuously on the problem data. The results on the abstract hemivariational inequality are applied to hemivariational inequalities associated with the time-dependent Navier–Stokes equations.
- Published
- 2016
- Full Text
- View/download PDF
50. Advances in variational and hemivariational inequalities : theory, numerical analysis, and applications
- Author
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Stanisław Migórski, Mircea Sofonea, and Weimin Han
- Subjects
010101 applied mathematics ,010102 general mathematics ,Applied mathematics ,0101 mathematics ,01 natural sciences ,Mathematics - Published
- 2015
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