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A Local Discontinuous Galerkin Method for Two-Dimensional Time Fractional Diffusion Equations
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作者 Somayeh Yeganeh Reza Mokhtari Jan SHesthaven 《Communications on Applied Mathematics and Computation》 2020年第4期689-709,共21页
For two-dimensional(2D)time fractional diffusion equations,we construct a numerical method based on a local discontinuous Galerkin(LDG)method in space and a finite differ-ence scheme in time.We investigate the numeric... For two-dimensional(2D)time fractional diffusion equations,we construct a numerical method based on a local discontinuous Galerkin(LDG)method in space and a finite differ-ence scheme in time.We investigate the numerical stability and convergence of the method for both rectangular and triangular meshes and show that the method is unconditionally stable.Numerical results indicate the effectiveness and accuracy of the method and con-firm the analysis. 展开更多
关键词 two-dimensional(2D)time fractional difusion equation Local discontinuous Galerkin method(LDG) Numerical stability Convergence analysis
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Discontinuous bifurcation and coexistence of attractors in a piecewise linear map with a gap 被引量:5
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作者 屈世显 卢永智 +1 位作者 张林 何大韧 《Chinese Physics B》 SCIE EI CAS CSCD 2008年第12期4418-4423,共6页
Coexistence of attractors with striking characteristics is observed in this work, where a stable period-5 attractor coexists successively with chaotic band-ll, period-6, chaotic band-12 and band-6 attractors. They are... Coexistence of attractors with striking characteristics is observed in this work, where a stable period-5 attractor coexists successively with chaotic band-ll, period-6, chaotic band-12 and band-6 attractors. They are induced by dif- ferent mechanisms due to the interaction between the discontinuity and the non-invertibility. A characteristic boundary collision bifurcation, is observed. The critical conditions are obtained both analytically and numerically. 展开更多
关键词 coexistence of attractors piecewise linear map mapping hole discontinuous bifurcation
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Interpreting a period-adding bifurcation scenario in neural bursting patterns using border-collision bifurcation in a discontinuous map of a slow control variable 被引量:6
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作者 莫娟 李玉叶 +4 位作者 魏春玲 杨明浩 古华光 屈世显 任维 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第8期225-240,共16页
To further identify the dynamics of the period-adding bifurcation scenarios observed in both biological experiment and simulations with differential Chay model, this paper fits a discontinuous map of a slow control va... To further identify the dynamics of the period-adding bifurcation scenarios observed in both biological experiment and simulations with differential Chay model, this paper fits a discontinuous map of a slow control variable of Chay model based on simulation results. The procedure of period adding bifurcation scenario from period k to period k + 1 bursting (k = 1, 2, 3, 4) involved in the period-adding cascades and the stochastic effect of noise near each bifurcation point is also reproduced in the discontinuous map. Moreover, dynamics of the border-collision bifurcation is identified in the discontinuous map, which is employed to understand the experimentally observed period increment sequence. The simple discontinuous map is of practical importance in modeling of collective behaviours of neural populations like synchronization in large neural circuits. 展开更多
关键词 period-adding bifurcation border-collision bifurcation discontinuous maps neural bursting pattern
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Partial and complete periodic synchronization in coupled discontinuous map lattices 被引量:2
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作者 杨科利 陈会云 +2 位作者 杜伟伟 金涛 屈世显 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第7期331-336,共6页
The partial and complete periodic synchronization in coupled discontinuous map lattices consisting of both discon- tinuous and non-invertible maps are discussed. We classify three typical types of periodic synchroniza... The partial and complete periodic synchronization in coupled discontinuous map lattices consisting of both discon- tinuous and non-invertible maps are discussed. We classify three typical types of periodic synchronization states, which give rise to different spatiotemporal patterns including static partial periodic synchronization, dynamically periodic syn- chronization, and complete periodic synchronization patterns. A special prelude dynamics of partial and complete periodic synchronization motion, which is shown by five separated concave curves in the time series plots of the order parameters, is observed. The detailed analysis shows that the special prelude dynamics is induced by the competition between two synchronized clusters, and the analytical expression for the corresponding order parameter is obtained. 展开更多
关键词 discontinuous map coupled map lattices periodic synchronization prelude dynamics
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A Prelude Staircase to a Type V Intermittency in Two—Dimensional Discontinuous Maps 被引量:2
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作者 WANGXU-Ming ZHAOJin-Gang HEDa-Ren 《Communications in Theoretical Physics》 SCIE CAS CSCD 2003年第6期657-662,共6页
A sequence of periodic attractors has been observed in a two-dimensional discontinuous map, which canbe considered as a model of impact oscillator. The so-called 'transfer number', which is defined as the mean... A sequence of periodic attractors has been observed in a two-dimensional discontinuous map, which canbe considered as a model of impact oscillator. The so-called 'transfer number', which is defined as the mean numberof transfer from non-impact state to impact state per iteration, is locked onto a lot of rational values to form a curveconsisting of many steps. Our numerical investigation confirms that every step is confined by conditions created by thecollision between the periodic orbit and the discontinuous boundary of the system. After the last collision the systemshows a chaotic motion with intermittent characteristics. Therefore the staircase can be addressed as a 'prelude staircaseto type V intermittency'. The similar phenomenon has also been observed in a model of electric circuit. These resultsof our study suggest that this kind of staircases is common in two (or even higher) dimensional discontinuous maps. 展开更多
关键词 two-dimensional map type V intermittency prelude staircase
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A novel class of two-dimensional chaotic maps with infinitely many coexisting attractors 被引量:2
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作者 Li-Ping Zhang Yang Liu +2 位作者 Zhou-ChaoWei Hai-Bo Jiang Qin-Sheng Bi 《Chinese Physics B》 SCIE EI CAS CSCD 2020年第6期109-114,共6页
We study a novel class of two-dimensional maps with infinitely many coexisting attractors.Firstly,the mathematical model of these maps is formulated by introducing a sinusoidal function.The existence and the stability... We study a novel class of two-dimensional maps with infinitely many coexisting attractors.Firstly,the mathematical model of these maps is formulated by introducing a sinusoidal function.The existence and the stability of the fixed points in the model are studied indicating that they are infinitely many and all unstable.In particular,a computer searching program is employed to explore the chaotic attractors in these maps,and a simple map is exemplified to show their complex dynamics.Interestingly,this map contains infinitely many coexisting attractors which has been rarely reported in the literature.Further studies on these coexisting attractors are carried out by investigating their time histories,phase trajectories,basins of attraction,Lyapunov exponents spectrum,and Lyapunov(Kaplan–Yorke)dimension.Bifurcation analysis reveals that the map has periodic and chaotic solutions,and more importantly,exhibits extreme multi-stability. 展开更多
关键词 two-dimensional map infinitely many coexisting attractors extreme multi-stability chaotic attractor
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Image encryption technique based on new two-dimensional fractional-order discrete chaotic map and Menezes–Vanstone elliptic curve cryptosystem 被引量:2
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作者 Zeyu Liu Tiecheng Xia Jinbo Wang 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第3期161-176,共16页
We propose a new fractional two-dimensional triangle function combination discrete chaotic map(2D-TFCDM)with the discrete fractional difference.Moreover,the chaos behaviors of the proposed map are observed and the bif... We propose a new fractional two-dimensional triangle function combination discrete chaotic map(2D-TFCDM)with the discrete fractional difference.Moreover,the chaos behaviors of the proposed map are observed and the bifurcation diagrams,the largest Lyapunov exponent plot,and the phase portraits are derived,respectively.Finally,with the secret keys generated by Menezes-Vanstone elliptic curve cryptosystem,we apply the discrete fractional map into color image encryption.After that,the image encryption algorithm is analyzed in four aspects and the result indicates that the proposed algorithm is more superior than the other algorithms. 展开更多
关键词 CHAOS fractional two-dimensional triangle function combination discrete chaotic map image encryption Menezes-Vanstone elliptic curve cryptosystem
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Extremely hidden multi-stability in a class of two-dimensional maps with a cosine memristor
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作者 Li-Ping Zhang Yang Liu +3 位作者 Zhou-Chao Wei Hai-Bo Jiang Wei-Peng Lyu Qin-Sheng Bi 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第10期331-340,共10页
We present a class of two-dimensional memristive maps with a cosine memristor. The memristive maps do not have any fixed points, so they belong to the category of nonlinear maps with hidden attractors. The rich dynami... We present a class of two-dimensional memristive maps with a cosine memristor. The memristive maps do not have any fixed points, so they belong to the category of nonlinear maps with hidden attractors. The rich dynamical behaviors of these maps are studied and investigated using different numerical tools, including phase portrait, basins of attraction,bifurcation diagram, and Lyapunov exponents. The two-parameter bifurcation analysis of the memristive map is carried out to reveal the bifurcation mechanism of its dynamical behaviors. Based on our extensive simulation studies, the proposed memristive maps can produce hidden periodic, chaotic, and hyper-chaotic attractors, exhibiting extremely hidden multistability, namely the coexistence of infinite hidden attractors, which was rarely observed in memristive maps. Potentially,this work can be used for some real applications in secure communication, such as data and image encryptions. 展开更多
关键词 two-dimensional maps memristive maps hidden attractors bifurcation analysis extremely hidden multi-stability
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Phase order in one-dimensional piecewise linear discontinuous map
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作者 Ru-Hai Du Sheng-Jun Wang +1 位作者 Tao Jin Shi-Xian Qu 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第10期240-244,共5页
The phase order in a one-dimensional(1 D) piecewise linear discontinuous map is investigated. The striking feature is that the phase order may be ordered or disordered in multi-band chaotic regimes, in contrast to the... The phase order in a one-dimensional(1 D) piecewise linear discontinuous map is investigated. The striking feature is that the phase order may be ordered or disordered in multi-band chaotic regimes, in contrast to the ordered phase in continuous systems. We carried out an analysis to illuminate the underlying mechanism for the emergence of the disordered phase in multi-band chaotic regimes, and proved that the phase order is sensitive to the density distribution of the trajectories of the attractors. The scaling behavior of the net direction phase at a transition point is observed. The analytical proof of this scaling relation is obtained. Both the numerical and analytical results show that the exponent is 1, which is controlled by the feature of the map independent on whether the system is continuous or discontinuous. It extends the universality of the scaling behavior to systems with discontinuity. The result in this work is important to understanding the property of chaotic motion in discontinuous systems. 展开更多
关键词 CHAOS piecewise discontinuous map direction phase
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A class of two-dimensional rational maps with self-excited and hidden attractors
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作者 Li-Ping Zhang Yang Liu +2 位作者 Zhou-Chao Wei Hai-Bo Jiang Qin-Sheng Bi 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第3期224-233,共10页
This paper studies a new class of two-dimensional rational maps exhibiting self-excited and hidden attractors. The mathematical model of these maps is firstly formulated by introducing a rational term. The analysis of... This paper studies a new class of two-dimensional rational maps exhibiting self-excited and hidden attractors. The mathematical model of these maps is firstly formulated by introducing a rational term. The analysis of existence and stability of the fixed points in these maps suggests that there are four types of fixed points, i.e., no fixed point, one single fixed point, two fixed points and a line of fixed points. To investigate the complex dynamics of these rational maps with different types of fixed points, numerical analysis tools, such as time histories, phase portraits, basins of attraction, Lyapunov exponent spectrum, Lyapunov(Kaplan–Yorke) dimension and bifurcation diagrams, are employed. Our extensive numerical simulations identify both self-excited and hidden attractors, which were rarely reported in the literature. Therefore, the multi-stability of these maps, especially the hidden one, is further explored in the present work. 展开更多
关键词 two-dimensional rational map hidden attractors multi-stability a line of fixed points chaotic attractor
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A modified method of discontinuity trace mapping using three-dimensional point clouds of rock mass surfaces 被引量:15
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作者 Keshen Zhang Wei Wu +3 位作者 Hehua Zhu Lianyang Zhang Xiaojun Li Hong Zhang 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2020年第3期571-586,共16页
This paper presents an automated method for discontinuity trace mapping using three-dimensional point clouds of rock mass surfaces.Specifically,the method consists of five steps:(1)detection of trace feature points by... This paper presents an automated method for discontinuity trace mapping using three-dimensional point clouds of rock mass surfaces.Specifically,the method consists of five steps:(1)detection of trace feature points by normal tensor voting theory,(2)co ntraction of trace feature points,(3)connection of trace feature points,(4)linearization of trace segments,and(5)connection of trace segments.A sensitivity analysis was then conducted to identify the optimal parameters of the proposed method.Three field cases,a natural rock mass outcrop and two excavated rock tunnel surfaces,were analyzed using the proposed method to evaluate its validity and efficiency.The results show that the proposed method is more efficient and accurate than the traditional trace mapping method,and the efficiency enhancement is more robust as the number of feature points increases. 展开更多
关键词 Rock mass discontinuITY Three-dimensional point clouds Trace mapping
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Analytical solutions for Earth discontinuous coverage of satellite constellation with repeating ground tracks 被引量:4
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作者 Xiangyue HE Haiyang LI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2022年第10期275-291,共17页
This paper presents an analytical model for calculating the Earth discontinuous coverage of satellite constellation with repeating ground tracks by integrating and extending the application of coverage region and rout... This paper presents an analytical model for calculating the Earth discontinuous coverage of satellite constellation with repeating ground tracks by integrating and extending the application of coverage region and route theory.Specifically,the visibility condition for a ground point is represented as a coverage region in the two-dimension map of visibility properties,and the trajectories of satellites with circular orbits and repeating ground tracks are converted to several inclined lines in the map.By analyzing the intersections of the lines and the edge of the coverage region,the coverage durations for the ground point can be calculated.Based on the point coverage,the variations of coverage characteristics along the parallel are analyzed,and the regional or global coverage characteristics of constellations can be obtained.Numerical examples show that the proposed method can accurately and rapidly calculate the coverage characteristics,e.g.revisit time and coverage time.The calculated results are extremely close to those of the Satellite Tool Kit(STK)and are also superior to the existing research results.The proposed analytical model can be a useful tool for constellation design and coverage performance analysis. 展开更多
关键词 Analytical model Coverage region Earth discontinuous coverage Repeating ground track Satellite constellation two-dimension map of visibility properties
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Mapped Displacement Discontinuity Method:Numerical Implementation and Analysis for Crack Problems 被引量:1
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作者 姜锋 沈泳星 《Journal of Shanghai Jiaotong university(Science)》 EI 2018年第1期158-165,共8页
The displacement discontinuity method(DDM) is a kind of boundary element method aiming at modeling two-dimensional linear elastic crack problems. The singularity around the crack tip prevents the DDM from optimally co... The displacement discontinuity method(DDM) is a kind of boundary element method aiming at modeling two-dimensional linear elastic crack problems. The singularity around the crack tip prevents the DDM from optimally converging when the basis functions are polynomials of first order or higher. To overcome this issue,enlightened by the mapped finite element method(FEM) proposed in Ref. [13], we present an optimally convergent mapped DDM in this work, called the mapped DDM(MDDM). It is essentially based on approximating a much smoother function obtained by reformulating the problem with an appropriate auxiliary map. Two numerical examples of crack problems are presented in comparison with the conventional DDM. The results show that the proposed method improves the accuracy of the DDM; moreover, it yields an optimal convergence rate for quadratic interpolating polynomials. 展开更多
关键词 displacement discontinuity method(DDM) SINGULARITY auxiliary map convergence rate Hadamard finite part
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Interfacial fracture analysis for a two-dimensional decagonal quasi-crystal coating layer structure 被引量:3
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作者 Minghao ZHAO Cuiying FAN +1 位作者 C.S.LU Huayang DANG 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2021年第11期1633-1648,共16页
The interface crack problems in the two-dimensional(2D)decagonal quasicrystal(QC)coating are theoretically and numerically investigated with a displacement discontinuity method.The 2D general solution is obtained base... The interface crack problems in the two-dimensional(2D)decagonal quasicrystal(QC)coating are theoretically and numerically investigated with a displacement discontinuity method.The 2D general solution is obtained based on the potential theory.An analogy method is proposed based on the relationship between the general solutions for 2D decagonal and one-dimensional(1D)hexagonal QCs.According to the analogy method,the fundamental solutions of concentrated point phonon displacement discontinuities are obtained on the interface.By using the superposition principle,the hypersingular boundary integral-differential equations in terms of displacement discontinuities are determined for a line interface crack.Further,Green’s functions are found for uniform displacement discontinuities on a line element.The oscillatory singularity near a crack tip is eliminated by adopting the Gaussian distribution to approximate the delta function.The stress intensity factors(SIFs)with ordinary singularity and the energy release rate(ERR)are derived.Finally,a boundary element method is put forward to investigate the effects of different factors on the fracture. 展开更多
关键词 two-dimensional(2D)decagonal quasi-crystal(QC)coating interface crack analogy method displacement discontinuity stress intensity factor(SIF) energy release rate(ERR)
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A Local Discontinuous Galerkin Method with Generalized Alternating Fluxes for 2D Nonlinear Schrödinger Equations
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作者 Hongjuan Zhang Boying Wu Xiong Meng 《Communications on Applied Mathematics and Computation》 2022年第1期84-107,共24页
In this paper,we consider the local discontinuous Galerkin method with generalized alter-nating numerical fluxes for two-dimensional nonlinear Schrödinger equations on Carte-sian meshes.The generalized fluxes not... In this paper,we consider the local discontinuous Galerkin method with generalized alter-nating numerical fluxes for two-dimensional nonlinear Schrödinger equations on Carte-sian meshes.The generalized fluxes not only lead to a smaller magnitude of the errors,but can guarantee an energy conservative property that is useful for long time simulations in resolving waves.By virtue of generalized skew-symmetry property of the discontinuous Galerkin spatial operators,two energy equations are established and stability results con-taining energy conservation of the prime variable as well as auxiliary variables are shown.To derive optimal error estimates for nonlinear Schrödinger equations,an additional energy equation is constructed and two a priori error assumptions are used.This,together with properties of some generalized Gauss-Radau projections and a suitable numerical initial condition,implies optimal order of k+1.Numerical experiments are given to demonstrate the theoretical results. 展开更多
关键词 Local discontinuous Galerkin method two-dimensional nonlinear Schrödinger equation Generalized alternating fluxes Optimal error estimates
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A Note on Stability Analysis of Two-Dimensional Runge-Kutta Discontinuous Galerkin Methods
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作者 Yuan Xu Qiang Zhang 《Communications on Applied Mathematics and Computation》 2025年第2期637-662,共26页
In this paper,we shall carry out the L^(2)-norm stability analysis of the Runge-Kutta discontinuous Galerkin(RKDG)methods on rectangle meshes when solving a linear constant-coefficient hyperbolic equation.The matrix t... In this paper,we shall carry out the L^(2)-norm stability analysis of the Runge-Kutta discontinuous Galerkin(RKDG)methods on rectangle meshes when solving a linear constant-coefficient hyperbolic equation.The matrix transferring process based on temporal differences of stage solutions still plays an important role to achieve a nice energy equation for carrying out the energy analysis.This extension looks easy for most cases;however,there are a few troubles with obtaining good stability results under a standard CFL condition,especially,for those Q^(k)-elements with lower degree k as stated in the one-dimensional case.To overcome this difficulty,we make full use of the commutative property of the spatial DG derivative operators along two directions and set up a new proof line to accomplish the purpose.In addition,an optimal error estimate on Q^(k)-elements is also presented with a revalidation on the supercloseness property of generalized Gauss-Radau(GGR)projection. 展开更多
关键词 Runge-Kutta discontinuous Galerkin(RKDG)method L^(2)-norm stability analysis Energy analysis two-dimensional hyperbolic equation
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一类分段光滑不连续映像中的边界碰撞分岔和余维分岔
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作者 邓浩洲 王力可 +2 位作者 朱兆瑞 王恒通 屈世显 《物理学报》 北大核心 2026年第1期184-194,共11页
本文研究了一类分段光滑不连续一维映像的动力学,该映像左支是一线性函数,右支是指数为z的幂律函数.在x=0处存在间断[μ,μ+δ],其中μ为控制参数.当周期轨道失稳时,系统会进入混沌状态.而不连续性的出现导致了边界碰撞分岔的发生,可以... 本文研究了一类分段光滑不连续一维映像的动力学,该映像左支是一线性函数,右支是指数为z的幂律函数.在x=0处存在间断[μ,μ+δ],其中μ为控制参数.当周期轨道失稳时,系统会进入混沌状态.而不连续性的出现导致了边界碰撞分岔的发生,可以使稳定的周期轨道转变为混沌状态或者另外一个稳定的周期状态.在这类转变点的附近,常常伴随着吸引子共存现象.此外,随控制参数减小出现周期递增现象.得到了求解这类不连续映像在任意参数z和δ下边界碰撞分岔临界控制参数的一般方法,将其归结为求解无量纲控制参数(μ/μ_(0),其中μ_(0)为δ=0时的控制参数)的代数方程,该方程对于简单的有理数或者较小的整数z,可以解析求解;对于任意实数z,可以数值求解.据此,解析得到了L^(n-1)R周期轨道的稳定性和边界碰撞分岔的临界控制参数.基于稳定性和边界碰撞分岔的解析分析,获得了双参数μ-δ平面中系统动力学的相平面,讨论了系统的动力学行为,发现了三类余维-2分岔点,并给出了坐标通式.同时,在相平面中还发现了余维分岔点的融合,构成一类特殊的三相点,并解析得到其存在的条件. 展开更多
关键词 不连续映像 边界碰撞分岔 稳定性分析 余维分岔
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Symbolic dynamics of Belykh-type maps
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作者 Denghui LI Jianhua XIE 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2016年第5期671-682,共12页
The symbolic dynamics of a Belykh-type map (a two-dimensional discon- tinuous piecewise linear map) is investigated. The admissibility condition for symbol sequences named the pruning front conjecture is proved unde... The symbolic dynamics of a Belykh-type map (a two-dimensional discon- tinuous piecewise linear map) is investigated. The admissibility condition for symbol sequences named the pruning front conjecture is proved under a hyperbolicity condition. Using this result, a symbolic dynamics model of the map is constructed according to its pruning front and primary pruned region. Moreover, the boundary of the parameter region in which the map is chaotic of a horseshoe type is given. 展开更多
关键词 discontinuous piecewise linear map symbolic dynamics pruning front primary pruned region HORSESHOE
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Local Discontinuous Galerkin Methods for the Two-Dimensional Camassa–Holm Equation Dedicated to Celebrate the Sixtieth Anniversary of USTC
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作者 Tian Ma Yan Xu 《Communications in Mathematics and Statistics》 SCIE 2018年第3期359-388,共30页
In this paper,the local discontinuous Galerkin method is developed to solve the two-dimensional Camassa–Holm equation in rectangular meshes.The idea of LDG methods is to suitably rewrite a higher-order partial differ... In this paper,the local discontinuous Galerkin method is developed to solve the two-dimensional Camassa–Holm equation in rectangular meshes.The idea of LDG methods is to suitably rewrite a higher-order partial differential equations into a firstorder system,then apply the discontinuous Galerkin method to the system.A key ingredient for the success of such methods is the correct design of interface numerical fluxes.The energy stability for general solutions of the method is proved.Comparing with the Camassa–Holm equation in one-dimensional case,there are more auxiliary variables which are introduced to handle high-order derivative terms.The proof of the stability is more complicated.The resulting scheme is high-order accuracy and flexible for arbitrary h and p adaptivity.Different types of numerical simulations are provided to illustrate the accuracy and stability of the method. 展开更多
关键词 Local discontinuous Galerkin method two-dimensional Camassa-Holm equation Stability
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Bayesian edge detector for SAR imagery using discontinuity-adaptive Markov random feld modeling 被引量:2
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作者 Yuan Zhan He You Cai Fuqing 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2013年第6期1534-1543,共10页
Synthetic aperture radar(SAR)image is severely affected by multiplicative speckle noise,which greatly complicates the edge detection.In this paper,by incorporating the discontinuityadaptive Markov random feld(DAMRF... Synthetic aperture radar(SAR)image is severely affected by multiplicative speckle noise,which greatly complicates the edge detection.In this paper,by incorporating the discontinuityadaptive Markov random feld(DAMRF)and maximum a posteriori(MAP)estimation criterion into edge detection,a Bayesian edge detector for SAR imagery is accordingly developed.In the proposed detector,the DAMRF is used as the a priori distribution of the local mean reflectivity,and a maximum a posteriori estimation of it is thus obtained by maximizing the posteriori energy using gradient-descent method.Four normalized ratios constructed in different directions are computed,based on which two edge strength maps(ESMs)are formed.The fnal edge detection result is achieved by fusing the results of two thresholded ESMs.The experimental results with synthetic and real SAR images show that the proposed detector could effciently detect edges in SAR images,and achieve better performance than two popular detectors in terms of Pratt's fgure of merit and visual evaluation in most cases. 展开更多
关键词 discontinuity-adaptive Markov random feld(DAMRF) Edge detection Local mean reflectivity Maximum a posteriori(map estimation Synthetic aperture radar(SAR
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