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In situ stress prediction model in complex geology:A hybrid GA-ANN with nonlinear boundary condition
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作者 Peng Rong Yujun Zuo +5 位作者 Jianyun Lin Lujing Zheng Chao Pan Wenjibin Sun Qinggang Chen Bin Chen 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第7期4349-4366,共18页
In regions characterized with great mining depths,complex topography,and intense geological activities,solely relying on lateral pressure coefficients or linear boundary conditions for predicting the in situ stress fi... In regions characterized with great mining depths,complex topography,and intense geological activities,solely relying on lateral pressure coefficients or linear boundary conditions for predicting the in situ stress field of rock bodies can induce substantial deviations and limitations.This study focuses on a typical karst area in Southwest Guizhou,China as its research background.It employs a hybrid approach integrating machine learning,numerical simulations,and field experiments to develop an optimization algorithm for nonlinear prediction of the complex three-dimensional(3D)in situ stress fields.Through collecting and fitting analysis of in situ stress measurement data from the karst region,the distributions of in situ stresses with depth were identified with nonlinear boundary conditions.A prediction model for in situ stress was then established based on artificial neural network(ANN)and genetic algorithm(GA)approach,validated in the typical karst landscape mine,Jinfeng Gold Mine.The results demonstrate that the model's predictions align well with actual measurements,showcasing consistency and regularity.Specifically,the error between the predicted and actual values of the maximum horizontal principal stress was the smallest,with an absolute error 0.01-3 MPa and a relative error of 0.04-15.31%.This model accurately and effectively predicts in situ stresses in complex geological areas. 展开更多
关键词 GEOMECHANICS In situ stress prediction nonlinear boundary conditions Machine learning Optimization algorithm
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OSCILLATION OF SOLUTIONS OF THE SYSTEMS OF QUASILINEAR HYPERBOLIC EQUATION UNDER NONLINEAR BOUNDARY CONDITION 被引量:5
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作者 邓立虎 穆春来 《Acta Mathematica Scientia》 SCIE CSCD 2007年第3期656-662,共7页
Sufficient conditions are obtained for the oscillation of solutions of the systems of quasilinear hyperbolic differential equation with deviating arguments under nonlinear boundary condition.
关键词 Systems of quasilinear hyperbolic differential equation nonlinear boundary condition OSCILLATION
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ASYMPTOTIC BEHAVIOR OF SOLUTIONS TO THE HEAT EQUATIONS WITH NONLINEAR BOUNDARY CONDITIONS 被引量:1
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作者 汤燕斌 周笠 Omer Ali 《Acta Mathematica Scientia》 SCIE CSCD 2004年第2期307-312,共6页
The purpose of this paper is to investigate the stability and asymptotic behavior of the time-dependent solutions to a linear parabolic equation with nonlinear boundary condition in relation to their corresponding ste... The purpose of this paper is to investigate the stability and asymptotic behavior of the time-dependent solutions to a linear parabolic equation with nonlinear boundary condition in relation to their corresponding steady state solutions. Then, the above results are extended to a semilinear parabolic equation with nonlinear boundary condition by analyzing the corresponding eigenvalue problem and using the method of upper and lower solutions. 展开更多
关键词 Asymptotic behavior heat equation nonlinear boundary condition upper and lower solutions
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Superconvergence analysis of the finite element method for nonlinear hyperbolic equations with nonlinear boundary condition 被引量:1
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作者 SHI Dong-yang LI Zhi-yan 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2008年第4期455-462,共8页
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... 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 projection and integral identity technique. Meanwhile, the global superconvergence is obtained based on the interpolated postprocessing techniques. 展开更多
关键词 nonlinear hyperbolic equation nonlinear boundary condition SUPERCONVERGENCE postprocessing technique
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Positive Solutions for Second-Order Singular Difference Equation with Nonlinear Boundary Conditions 被引量:1
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作者 Huijuan LI Alhussein MOHAMED Chenghua GAO 《Journal of Mathematical Research with Applications》 CSCD 2023年第1期101-108,共8页
In this paper,we discuss the existence of positive solutions for the second-order singular difference equation boundary value problem -Δ^(2)u(t-1)=λg(t)f(u).t∈[1,T]_(z),u(0)=0,Δu(T)+c(u(T+1))u(T+1)=0,where λ> ... In this paper,we discuss the existence of positive solutions for the second-order singular difference equation boundary value problem -Δ^(2)u(t-1)=λg(t)f(u).t∈[1,T]_(z),u(0)=0,Δu(T)+c(u(T+1))u(T+1)=0,where λ> 0 is a positive parameter,f:(0,∞)→R is continuous,and is allowed to be singular at 0.The existence of positive solutions is established via introducing a new complete continuous operator. 展开更多
关键词 difference equation nonlinear boundary conditions positive solutions
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THE SECOND INITIAL-BOUNDARY VALUE PROBLEM FOR A QUASILINEAR PARABOLIC EQUATIONS WITH NONLINEAR BOUNDARY CONDITIONS
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作者 潘佳庆 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2000年第11期1331-1337,共7页
With prior estimate method, the existence, uniqueness, stability and large time behavior of the solution of second initial-boundary value problem for a fast diffusion equation with nonlinear boundary conditions are in... With prior estimate method, the existence, uniqueness, stability and large time behavior of the solution of second initial-boundary value problem for a fast diffusion equation with nonlinear boundary conditions are investigated. The main results are : 1) there exists only one global weak solution which continuously depends on initial value; 2) when t < T-0, the solution is infinitely continuously differentiable and is a classical solution; 3) the solution converges to zero uniformly as t is large enough. 展开更多
关键词 fast-diffusion QUASILINEAR nonlinear boundary conditions second initial-boundary value problem
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Winkler Support Model and Nonlinear Boundary Conditions Applied to 3D Elastic Contact Problem Using the Boundary Element Method
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作者 J.Vallepuga-Espinosa Lidia Sanchez-Gonzalez Ivan Ubero-Martinez 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2019年第2期230-248,共19页
This work presents a numerical methodology for modeling the Winkler supports and nonlinear conditions by proposing new boundary conditions. For the boundary conditions of Winkler support model, the surface tractions a... This work presents a numerical methodology for modeling the Winkler supports and nonlinear conditions by proposing new boundary conditions. For the boundary conditions of Winkler support model, the surface tractions and the displacements normal to the surface of the solid are unknown, but their relationship is known by means of the ballast coefficient, whereas for nonlinear boundary conditions, the displacements normal to the boundary of the solid are zero in the positive direction but are allowed in the negative direction. In those zones, detachments of nodes might appear, leading to a nonlinearity, because the number of nodes that remain fixed or of the detached ones (under tensile tractions) is unknown. The proposed methodology is applied to the 3D elastic receding contact problem using the boundary element method. The surface t r actions and the displacements of the common int erface bet ween the two solids in contac t under the influence of different supports are calculated as well as the boundary zone of the solid where the new boundary conditions are applied. The problem is solved by a double-iterative met hod, so in the final solut ion, t here are no t r act ions or pene trations between the two solids or at the boundary of the solid where the nonlinear boundary conditions are Simula ted. The effectiveness of the proposed method is verified by examples. 展开更多
关键词 boundary element method Elastic contact problem Winkler support model nonlinear boundary conditions
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Estimates on Blow-up Rate of Nonlinear Parabolic Systems with Nonlinear Boundary Conditions
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作者 LIU Wei-ling LI Guo-fu 《Chinese Quarterly Journal of Mathematics》 CSCD 北大核心 2005年第4期401-405,共5页
In this paper, the estimate on blow-up rate of the following nonlinear parabolic system is considered:{ut=uxx+u^l 11v^l 12,vt=vxx+u^l21v^l22,(x,t)∈(0,1)×(0,T),ux(0,t)=0,vx(0,t)=0,t∈(0,T),ux(1,t... In this paper, the estimate on blow-up rate of the following nonlinear parabolic system is considered:{ut=uxx+u^l 11v^l 12,vt=vxx+u^l21v^l22,(x,t)∈(0,1)×(0,T),ux(0,t)=0,vx(0,t)=0,t∈(0,T),ux(1,t)=(u^p11v^p12)(1,t),vx(1,t)=(u^p21v^p22)(1,t),t∈(0,T),u(x,0)=u0(x),v(x,0)=v0(x),x∈(0,1)We will prove that there exist two positive constants such that:c≤max x∈[0,1]u(x,t)(T-t)^r(l1-1)≤C,0〈t〈T,c≤max x∈[0,1] v(x,t)(T-t)^1/(t1-1)≤C,0〈t〈T.where l1=l21α/α2+l22,r=α1/α2〉1,α1≤α2〈0. 展开更多
关键词 nonlinear boundary condition nonlinear parabolic system blow-up rate
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On Eigenvalue and Maximum Principle Type Problems Involving the p-Laplacian with Nonlinear Boundary Conditions
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作者 Pascaline Nshimirimana Vianney Mbazumutima Janvier Pesser Ntahomvukiye 《Journal of Applied Mathematics and Physics》 2025年第6期2137-2148,共12页
In this present work,we consider an eigenvalue-type problem involving the p-Laplacian operator under nonlinear boundary conditions,in case g≡0,and we prove the existence of an isolated eigenvalue plus a continuous fa... In this present work,we consider an eigenvalue-type problem involving the p-Laplacian operator under nonlinear boundary conditions,in case g≡0,and we prove the existence of an isolated eigenvalue plus a continuous family of eigenvalues.We also study the maximum principle-type for(P_(λ,g)) with g≥0,g■0. 展开更多
关键词 Weak Solution Eigenvalue Problem Maximum Principle p-Laplacian Operator nonlinear boundary conditions Existence of Solutions
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HIGH ACCURACY ANALYSIS OF THE FINITE ELEMENT METHOD FOR NONLINEAR VISCOELASTIC WAVE EQUATIONS WITH NONLINEAR BOUNDARY CONDITIONS 被引量:9
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作者 Dongyang SHI Buying ZHANG 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2011年第4期795-802,共8页
The standard finite elements of degree p over the rectangular meshes are applied to solve a kind of nonlinear viscoelastic wave equations with nonlinear boundary conditions, and the superclose property of the continuo... The standard finite elements of degree p over the rectangular meshes are applied to solve a kind of nonlinear viscoelastic wave equations with nonlinear boundary conditions, and the superclose property of the continuous Galerkin approximation is derived without using the nonclassical elliptic projection of the exact solution of the model problem. The global superconvergence of one order higher than the traditional error estimate is also obtained through the postprocessing technique. 展开更多
关键词 nonlinear boundary conditions nonlinear viscoelastic wave equations postprocessingoperator superclose and superconvergence.
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Existence of Periodic Solutions of Nonlinear Systems with Nonlinear Boundary Conditions 被引量:2
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《Acta Mathematica Sinica,English Series》 SCIE CSCD 1995年第4期439-445,共7页
In this paper we consider the periodic solutions of nonlinear parabolic systems with nonlinear boundary conditions.By constructing the Poincare operator,we obtain the existence of W<sub>p</sub><sup>2... In this paper we consider the periodic solutions of nonlinear parabolic systems with nonlinear boundary conditions.By constructing the Poincare operator,we obtain the existence of W<sub>p</sub><sup>2β</sup>-periodic weak solutions under some reasonable assumptions. 展开更多
关键词 nonlinear parabolic systems nonlinear boundary conditions Periodic solutions SEMIGROUP
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BLOW-UP RATE OF POSITIVE SOLUTION OF UNIFORMLY PARABOLIC EQUATIONS WITH NONLINEAR BOUNDARY CONDITIONS 被引量:6
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作者 张海亮 张武 《Annals of Differential Equations》 2003年第3期439-444,共6页
This paper deals with the blow-up of positive solutions of the uniformly pa-rabolic equations ut = Lu + a(x)f(u) subject to nonlinear Neumann boundary conditions . Under suitable assumptions on nonlinear functi-ons f,... This paper deals with the blow-up of positive solutions of the uniformly pa-rabolic equations ut = Lu + a(x)f(u) subject to nonlinear Neumann boundary conditions . Under suitable assumptions on nonlinear functi-ons f, g and initial data U0(x), the blow-up of the solutions in a finite time is proved by the maximum principles. Moreover, the bounds of 'blow-up time' and blow-up rate are obtained. 展开更多
关键词 uniformly parabolic equation nonlinear boundary condition blow-up rate maximum principle
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Global Existence and Blow-up of Solutions for Parabolic Systems Involving Cross-Diffusions and Nonlinear Boundary Conditions 被引量:1
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作者 Xiu Hui YANG Fu Cai LI Chun Hong XIE 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2005年第4期923-928,共6页
In this paper, we investigate the positive solutions of strongly coupled nonlinear parabolic systems with nonlinear boundary conditions: {ut-a(u, v)△u=g(u, v), vt-b(u, v)△v=h(u, v), δu/δη=d(u, v), δu... In this paper, we investigate the positive solutions of strongly coupled nonlinear parabolic systems with nonlinear boundary conditions: {ut-a(u, v)△u=g(u, v), vt-b(u, v)△v=h(u, v), δu/δη=d(u, v), δu/δη=f(u, v).Under appropriate hypotheses on the functions a, b, g, h, d and f, we obtain that the solutions may exist globally or blow up in finite time by utilizing upper and lower solution techniques. 展开更多
关键词 nonlinear parabolic system CROSS-DIFFUSION nonlinear boundary condition Global existence BLOW-UP
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Solutions and Multiple Solutions for p(x)-Laplacian Equations with Nonlinear Boundary Condition
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作者 Zifei SHEN Chenyin QIAN 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2009年第4期397-412,共16页
The authors study the p(x)-Laplacian equations with nonlinear boundary condi- tion. By using the variational method, under appropriate assumptions on the perturbation terms f1(x,u), f2(x,u) and h1(x), h2(x), such that... The authors study the p(x)-Laplacian equations with nonlinear boundary condi- tion. By using the variational method, under appropriate assumptions on the perturbation terms f1(x,u), f2(x,u) and h1(x), h2(x), such that the associated functional satisfies the "mountain pass lemma" and "fountain theorem" respectively, the existence and multiplicity of solutions are obtained. The discussion is based on the theory of variable exponent Lebesgue and Sobolev spaces. 展开更多
关键词 p(x)-Laplacian nonlinear boundary condition (PS) condition Mountain pass lemma Fountain theorem
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A NEW RESULT ON A p-LAPLACIAN BOUNDARY VALUE PROBLEM WITH NONLINEAR BOUNDARY CONDITIONS
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作者 Ma Dexiang Ge Weigao 《Annals of Differential Equations》 2005年第3期373-377,共5页
By employing Mawhin's continuation theorem, the existence of solution for a p-Laplacian equation with nonlinear boundary conditions is obtained under simple assumptions.
关键词 nonlinear boundary conditions Mawhin's continuation theorem P-LAPLACIAN
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ON CRITICAL EXPONENTS FOR SEMILINEAR HEAT EQUATIONS WITH NONLINEAR BOUNDARY CONDITIONS
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作者 IANZHIGUI XIECHUNHONG WANGMINGXIN 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 1998年第4期363-372,共10页
This paper deals with the blow up properties of solutions to semilinear heat equation u t- Δ u=u p in R N +×(0,T) with the nonlinear boundary condition -ο u ο x 1 = u q for x 1=0,t∈(0,T) .... This paper deals with the blow up properties of solutions to semilinear heat equation u t- Δ u=u p in R N +×(0,T) with the nonlinear boundary condition -ο u ο x 1 = u q for x 1=0,t∈(0,T) .It has been proved that if max( p,q) ≤1,every nonnegative solution is global.When min (p,q) >1 by letting α=1p-1 and β=12(q-1) it follows that if max (α,β)≥N2 ,all nontrivial nonnegative solutions are nonglobal,whereas if max (α,β)<N2 ,there exist both global and nonglobal solutions.Moreover,the exact blow up rates are established. 展开更多
关键词 Semilinear heat equations nonlinear boundary conditions critial exponent blow-up rate
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EXISTENCE OF THREE-SOLUTIONS FOR SECOND-ORDER DIFFERENTIAL EQUATIONS WITH NONLINEAR BOUNDARY VALUE CONDITIONS
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作者 Liu BinDept.ofMath.,HuazhongUniv.ofScienceandTechnology,Wuhan430074,China.CollegeofMath.andStatist.,WuhanUniv.,Wuhan430072,China 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2002年第2期135-144,共10页
The paper deals with the existence of three- solutions for the second- order differential equations with nonlinear boundary value conditions x″=f(t,x,x′) , t∈ [a,b], g1(x(a) ,x′(a) ) =0 , g2 (x(b) ,x′(... The paper deals with the existence of three- solutions for the second- order differential equations with nonlinear boundary value conditions x″=f(t,x,x′) , t∈ [a,b], g1(x(a) ,x′(a) ) =0 , g2 (x(b) ,x′(b) ) =0 , where f :[a,b]× R1× R1→ R1,gi:R1× R1→ R1(i=1 ,2 ) are continuous functions.The methods employed are the coincidence degree theory.As an application,the sufficient conditions under which there are arbitrary odd solutions for the BVP are obtained 展开更多
关键词 coincidence degree three- solutions theorem nonlinear boundary value conditions
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SINGULAR PERTURBATION OF GENERAL BOUNDARY VALUE PROBLEM FOR NONLINEAR DIFFERENTIAL EQUATION SYSTEM
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作者 周雅丽 游哲丰 林宗池 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1998年第6期531-538,共8页
In this paper, the singular perturbation of nonlinear differential equation system with nonlinear boundary conditions is discussed. Under suitable assumptions, with the asymptotic method of Lyusternik-Vishik([1]) and ... In this paper, the singular perturbation of nonlinear differential equation system with nonlinear boundary conditions is discussed. Under suitable assumptions, with the asymptotic method of Lyusternik-Vishik([1]) and fixed point theory, the existence of the solution of the perturbation problem is proved and its uniformly valid asymptotic expansion of higher order is derived. 展开更多
关键词 nonlinear system nonlinear boundary condition singular perturbation asymptotic expansion
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Mechanical quadrature methods and extrapolation for solving nonlinear boundary Helmholtz integral equations
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作者 程攀 黄晋 王柱 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2011年第12期1505-1514,共10页
This paper presents mechanical quadrature methods (MQMs) for solving nonlinear boundary Helmholtz integral equations. The methods have high accuracy of order O(h3) and low computation complexity. Moreover, the mec... This paper presents mechanical quadrature methods (MQMs) for solving nonlinear boundary Helmholtz integral equations. The methods have high accuracy of order O(h3) and low computation complexity. Moreover, the mechanical quadrature methods are simple without computing any singular integration. A nonlinear system is constructed by discretizing the nonlinear boundary integral equations. The stability and convergence of the system are proved based on an asymptotical compact theory and the Stepleman theorem. Using the h3-Richardson extrapolation algorithms (EAs), the accuracy to the order of O(h5) is improved. To slove the nonlinear system, the Newton iteration is discussed extensively by using the Ostrowski fixed point theorem. The efficiency of the algorithms is illustrated by numerical examples. 展开更多
关键词 Helmholtz equation mechanical quadrature method Newton iteration nonlinear boundary condition
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THE EXISTENCE OF POSITIVE SOLUTION FOR THE NONLINEARSINGULAR BOUNDARY VALUE PROBLEMS
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作者 刘文斌 《Journal of China University of Mining and Technology》 1994年第2期122-128,共7页
Making use of upper and lower solutions and analytical method, the author studies theexistence of positive solution for the singular equation x + f(t, z) = 0 satisfying nonlinear boundary conditions: x (0) = 0, h(x (1... Making use of upper and lower solutions and analytical method, the author studies theexistence of positive solution for the singular equation x + f(t, z) = 0 satisfying nonlinear boundary conditions: x (0) = 0, h(x (1), x’ (1)) = 0, g (z (0), x’(0)) = 0, and x (1) = 0,which extends the result of J. V. Baxley. 展开更多
关键词 singular boundary value problem nonlinear boundary condition upper and lower solutions
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