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Generalized Rayleigh quotient and finite element two-grid discretization schemes 被引量:3
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作者 YANG YiDu FAN XinYue 《Science China Mathematics》 SCIE 2009年第9期1955-1972,共18页
This study discusses generalized Rayleigh quotient and high efficiency finite element discretization schemes. Some results are as follows: 1) Rayleigh quotient accelerate technique is extended to nonselfadjoint proble... This study discusses generalized Rayleigh quotient and high efficiency finite element discretization schemes. Some results are as follows: 1) Rayleigh quotient accelerate technique is extended to nonselfadjoint problems. Generalized Rayleigh quotients of operator form and weak form are defined and the basic relationship between approximate eigenfunction and its generalized Rayleigh quotient is established. 2) New error estimates are obtained by replacing the ascent of exact eigenvalue with the ascent of finite element approximate eigenvalue. 3) Based on the work of Xu Jinchao and Zhou Aihui, finite element two-grid discretization schemes are established to solve nonselfadjoint elliptic differential operator eigenvalue problems and these schemes are used in both conforming finite element and non-conforming finite element. Besides, the efficiency of the schemes is proved by both theoretical analysis and numerical experiments. 4) Iterated Galerkin method, interpolated correction method and gradient recovery for selfadjoint elliptic differential operator eigenvalue problems are extended to nonselfadjoint elliptic differential operator eigenvalue problems. 展开更多
关键词 nonselfadjoint elliptic eigenvalue problem finite elements generalized Rayleigh quotient two-grid discretization scheme 65N25 65N30
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TWO-GRID DISCRETIZATION SCHEMES OF THE NONCONFORMING FEM FOR EIGENVALUE PROBLEMS 被引量:5
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作者 Yidu Yang 《Journal of Computational Mathematics》 SCIE CSCD 2009年第6期748-763,共16页
This paper extends the two-grid discretization scheme of the conforming finite elements proposed by Xu and Zhou (Math. Comput., 70 (2001), pp.17-25) to the nonconforming finite elements for eigenvalue problems. In... This paper extends the two-grid discretization scheme of the conforming finite elements proposed by Xu and Zhou (Math. Comput., 70 (2001), pp.17-25) to the nonconforming finite elements for eigenvalue problems. In particular, two two-grid discretization schemes based on Rayleigh quotient technique are proposed. By using these new schemes, the solution of an eigenvalue problem on a fine mesh is reduced to that on a much coarser mesh together with the solution of a linear algebraic system on the fine mesh. The resulting solution still maintains an asymptotically optimal accuracy. Comparing with the two-grid discretization scheme of the conforming finite elements, the main advantages of our new schemes are twofold when the mesh size is small enough. First, the lower bounds of the exact eigenvalues in our two-grid discretization schemes can be obtained. Second, the first eigenvalue given by the new schemes has much better accuracy than that obtained by solving the eigenvalue problems on the fine mesh directly. 展开更多
关键词 Nonconforming finite elements Rayleigh quotient two-grid schemes The lower bounds of eigenvalue High accuracy.
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Improvement and security analysis of multi-ring discrete modulation continuous variable quantum secret sharing scheme
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作者 姜欢窈 聂敏 +3 位作者 杨光 孙爱晶 张美玲 裴昌幸 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第7期189-197,共9页
In order to avoid the complexity of Gaussian modulation and the problem that the traditional point-to-point communication DM-CVQKD protocol cannot meet the demand for multi-user key sharing at the same time, we propos... In order to avoid the complexity of Gaussian modulation and the problem that the traditional point-to-point communication DM-CVQKD protocol cannot meet the demand for multi-user key sharing at the same time, we propose a multi-ring discrete modulation continuous variable quantum key sharing scheme(MR-DM-CVQSS). In this paper, we primarily compare single-ring and multi-ring M-symbol amplitude and phase-shift keying modulations. We analyze their asymptotic key rates against collective attacks and consider the security key rates under finite-size effects. Leveraging the characteristics of discrete modulation, we improve the quantum secret sharing scheme. Non-dealer participants only require simple phase shifters to complete quantum secret sharing. We also provide the general design of the MR-DM-CVQSS protocol.We conduct a comprehensive analysis of the improved protocol's performance, confirming that the enhancement through multi-ring M-PSK allows for longer-distance quantum key distribution. Additionally, it reduces the deployment complexity of the system, thereby increasing the practical value. 展开更多
关键词 discrete modulation continuous variable quantum secret sharing scheme
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A Principal Theorem of Normal Discretization Schemes for Operator Equations of the First Kind
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作者 Du Nai lin 1, Wang Hannah 2 1.School of Mathematics and Statistics, Wuhan University, Wuhan 430072, China 2. School of Foreign Languages and Literature,Wuhan University,Wuhan 430072,China 《Wuhan University Journal of Natural Sciences》 EI CAS 2001年第4期767-768,共2页
The authors announce a newly-proved theorem of theirs. This theorem is of principal significance to numerical computation of operator equations of the first kind.
关键词 operator equation of the first kind normal discretization scheme pure pseudoinverse
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Fifth-Order A-WENO Schemes Based on the Adaptive Diffusion Central-Upwind Rankine-Hugoniot Fluxes
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作者 Bao-Shan Wang Wai Sun Don +1 位作者 Alexander Kurganov Yongle Liu 《Communications on Applied Mathematics and Computation》 2023年第1期295-314,共20页
We construct new fifth-order alternative WENO(A-WENO)schemes for the Euler equations of gas dynamics.The new scheme is based on a new adaptive diffusion centralupwind Rankine-Hugoniot(CURH)numerical flux.The CURH nume... We construct new fifth-order alternative WENO(A-WENO)schemes for the Euler equations of gas dynamics.The new scheme is based on a new adaptive diffusion centralupwind Rankine-Hugoniot(CURH)numerical flux.The CURH numerical fluxes have been recently proposed in[Garg et al.J Comput Phys 428,2021]in the context of secondorder semi-discrete finite-volume methods.The proposed adaptive diffusion CURH flux contains a smaller amount of numerical dissipation compared with the adaptive diffusion central numerical flux,which was also developed with the help of the discrete RankineHugoniot conditions and used in the fifth-order A-WENO scheme recently introduced in[Wang et al.SIAM J Sci Comput 42,2020].As in that work,we here use the fifth-order characteristic-wise WENO-Z interpolations to evaluate the fifth-order point values required by the numerical fluxes.The resulting one-and two-dimensional schemes are tested on a number of numerical examples,which clearly demonstrate that the new schemes outperform the existing fifth-order A-WENO schemes without compromising the robustness. 展开更多
关键词 A-WENO schemes Central-upwind schemes discrete Rankine-Hugoniot conditions Numerical dissipation switch Local speeds of propagation Euler equations of gas dynamics
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Aerodynamic/stealth design of S-duct inlet based on discrete adjoint method
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作者 Jun DENG Ke ZHAO +4 位作者 Lin ZHOU Wei ZHANG Bowen SHU Jiangtao HUANG Zhenghong GAO 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2024年第4期725-746,共22页
It is a major challenge for the airframe-inlet design of modern combat aircrafts,as the flow and electromagnetic wave propagation in the inlet of stealth aircraft are very complex.In this study,an aerodynamic/stealth ... It is a major challenge for the airframe-inlet design of modern combat aircrafts,as the flow and electromagnetic wave propagation in the inlet of stealth aircraft are very complex.In this study,an aerodynamic/stealth optimization design method for an S-duct inlet is proposed.The upwind scheme is introduced to the aerodynamic adjoint equation to resolve the shock wave and flow separation.The multilevel fast multipole algorithm(MLFMA)is utilized for the stealth adjoint equation.A dorsal S-duct inlet of flying wing layout is optimized to improve the aerodynamic and stealth characteristics.Both the aerodynamic and stealth characteristics of the inlet are effectively improved.Finally,the optimization results are analyzed,and it shows that the main contradiction between aerodynamic characteristics and stealth characteristics is the centerline and crosssectional area.The S-duct is smoothed,and the cross-sectional area is increased to improve the aerodynamic characteristics,while it is completely opposite for the stealth design.The radar cross section(RCS)is reduced by phase cancelation for low frequency conditions.The method is suitable for the aerodynamic/stealth design of the aircraft airframe-inlet system. 展开更多
关键词 S-duct inlet aerodynamic/stealth optimization design discrete adjoint upwind scheme multilevel fast multipole algorithm(MLFMA)
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Numerical Solution of Advection Diffusion Equation Using Semi-Discretization Scheme
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作者 Khandoker Nasrin Ismet Ara Md. Masudur Rahaman Md. Sabbir Alam 《Applied Mathematics》 2021年第12期1236-1247,共12页
Numerical diffusion and oscillatory behavior characteristics are averted applying numerical solutions of advection-diffusion equation are themselves immensely sophisticated. In this paper, two numerical methods have b... Numerical diffusion and oscillatory behavior characteristics are averted applying numerical solutions of advection-diffusion equation are themselves immensely sophisticated. In this paper, two numerical methods have been used to solve the advection diffusion equation. We use an explicit finite difference scheme for the advection diffusion equation and semi-discretization on the spatial variable for advection-diffusion equation yields a system of ordinary differential equations solved by Euler’s method. Numerical assessment has been executed with specified initial and boundary conditions, for which the exact solution is known. We compare the solutions of the advection diffusion equation as well as error analysis for both schemes. 展开更多
关键词 Advection Diffusion Equation Finite Difference scheme SEMI-discretization Rate of Convergence Error Analysis
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Enhancing the Security of He-Kiesler Signature Schemes 被引量:1
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作者 李春辉 陈一宏 《Journal of Beijing Institute of Technology》 EI CAS 2003年第3期326-328,共3页
Although the He Kiesler signature is said to be proposed based on the discrete logarithm problem and the factorization problem, it has been proved that the signature is not as secure as it was stated to be. A new sig... Although the He Kiesler signature is said to be proposed based on the discrete logarithm problem and the factorization problem, it has been proved that the signature is not as secure as it was stated to be. A new signature scheme is here proposed based on the discrete logarithm problem and the factorization problem to enhance the security of the He Kiesler signature. 展开更多
关键词 digital signture scheme discrete logarithm FACTORING
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Applicability of Temperature Discrete Equation to NMRF Boundary Layer Scheme in GRAPES Model 被引量:3
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作者 ZHANG Yan-xia CHEN Zi-tong +1 位作者 MENG Wei-guang XU Dao-shen 《Journal of Tropical Meteorology》 SCIE 2022年第1期12-28,共17页
By deriving the discrete equation of the parameterized equation for the New Medium-Range Forecast(NMRF)boundary layer scheme in the GRAPES model,the adjusted discrete equation for temperature is obviously different fr... By deriving the discrete equation of the parameterized equation for the New Medium-Range Forecast(NMRF)boundary layer scheme in the GRAPES model,the adjusted discrete equation for temperature is obviously different from the original equation under the background of hydrostatic equilibrium and adiabatic hypothesis.In the present research,three discrete equations for temperature in the NMRF boundary layer scheme are applied,namely the original(hereafter NMRF),the adjustment(hereafter NMRF-gocp),and the one in the YSU boundary-layer scheme(hereafter NMRF-TZ).The results show that the deviations of height,temperature,U and V wind in the boundary layer in the NMRF-gocp and NMRF-TZ experiments are smaller than those in the NMRF experiment and the deviations in the NMRF-gocp experiment are the smallest.The deviations of humidity are complex for the different forecasting lead time in the three experiments.Moreover,there are obvious diurnal variations of deviations from these variables,where the diurnal variations of deviations from height and temperature are similar and those from U and V wind are also similar.However,the diurnal variation of humidity is relatively complicated.The root means square errors of 2m temperature(T2m)and 10m speed(V10m)from the three experiments show that the error of NMRF-gocp is the smallest and that of NMRF is the biggest.There is also a diurnal variation of T2m and V10m,where T2m has double peaks and V10m has only one peak.Comparison of the discrete equations between NMRF and NMRF-gocp experiments shows that the deviation of temperature is likely to be caused by the calculation of vertical eddy diffusive coefficients of heating,which also leads to the deviations of other elements. 展开更多
关键词 NMRF boundary layer scheme turbulent equation temperature discrete equation CMA-GD model
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Threshold Signature Scheme Based on Discrete Logarithm and Quadratic Residue
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作者 FEI Ru-chun 1,2 , WANG Li-na 1 1.School of Computer, Wuhan University, Wuhan 430072, Hubei, China 2.Department of Information Engineering, Benxi College of Metallurgy, Benxi 117022,Liaoning,China 《Wuhan University Journal of Natural Sciences》 CAS 2004年第5期770-774,共5页
Digital signature scheme is a very important research field in computer security and modern cryptography. A (k, n) threshold digital signature scheme is proposed by integrating digital signature scheme with Shamir sec... Digital signature scheme is a very important research field in computer security and modern cryptography. A (k, n) threshold digital signature scheme is proposed by integrating digital signature scheme with Shamir secret sharing scheme. It can realize group-oriented digital signature, and its security is based on the difficulty in computing discrete logarithm and quadratic residue on some special conditions. In this scheme, effective digital signature can not be generated by anyk?1 or fewer legal users, or only by signature executive. In addition, this scheme can identify any legal user who presents incorrect partial digital signature to disrupt correct signature, or any illegal user who forges digital signature. A method of extending this scheme to an Abelian group such as elliptical curve group is also discussed. The extended scheme can provide rapider computing speed and stronger security in the case of using shorter key. Key words threshold scheme - digital signature - discrete logarithm - quadratic residuc - threshold digital signature CLC number TP 309. 7 Foundation item: Supported the National Nature Science Foundation of China, Hubei Province (90104005, 2002 AB0039)Biography: FEI Ru-chun (1964-), male, Ph. D candidate, Associated professor, research direction: information security and cryptography. 展开更多
关键词 threshold scheme digital signature discrete logarithm quadratic residuc threshold digital signature
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Gas-kinetic numerical schemes for one- and two-dimensional inner flows
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作者 李志辉 毕林 唐志共 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2009年第7期889-904,共16页
Several kinds of explicit and implicit finite-difference schemes directly solving the discretized velocity distribution functions are designed with precision of different orders by analyzing the inner characteristics ... Several kinds of explicit and implicit finite-difference schemes directly solving the discretized velocity distribution functions are designed with precision of different orders by analyzing the inner characteristics of the gas-kinetic numerical algorithm for Boltzmann model equation. The peculiar flow phenomena and mechanism from various flow regimes are revealed in the numerical simulations of the unsteady Sod shock-tube problems and the two-dimensional channel flows with different Knudsen numbers. The numerical remainder-effects of the difference schemes are investigated aad analyzed based on the computed results. The ways of improving the computational efficiency of the gaskinetic numerical method and the computing principles of difference discretization are discussed. 展开更多
关键词 Boltzmann model equation gas-kinetic numerical schemes discrete velocityordinate method shock-tube problems channel flows
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NUMERICAL SOLUTION OF A SINGULARLY PERTURBED ELLIPTIC-HYPERBOLIC PARTIAL DIFFERENTIAL EQUATION ON A NONUNIFORM DISCRETIZATION MESH
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作者 吴启光 孙晓弟 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1992年第12期1081-1088,共8页
In this paper, we consider the upwind difference scheme for singular perturbation problem (1.1). On a special discretization mesh, it is proved that the solution of the upwind difference scheme is first order converge... In this paper, we consider the upwind difference scheme for singular perturbation problem (1.1). On a special discretization mesh, it is proved that the solution of the upwind difference scheme is first order convergent, uniformly in the small parameter e , to the solution of problem (1.1). Numerical results are finally provided. 展开更多
关键词 partial differential equation singular perturbation problem upwind difference scheme nonuniform discretization mesh
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Compact Extrapolation Schemes for a Linear Schrodinger Equation
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作者 Xiuling Yin 《American Journal of Computational Mathematics》 2014年第3期206-212,共7页
This paper proposes a kind of compact extrapolation schemes for a linear Schr?dinger equation. The schemes are convergent with fourth-order accuracy both in space and time. Especially, a specific scheme of sixth-order... This paper proposes a kind of compact extrapolation schemes for a linear Schr?dinger equation. The schemes are convergent with fourth-order accuracy both in space and time. Especially, a specific scheme of sixth-order accuracy in space is given. The stability and discrete invariants of the schemes are analyzed. The schemes satisfy discrete conservation laws of original Schr?dinger equation. The numerical example indicates the efficiency of the new schemes. 展开更多
关键词 Schrodinger Equation Compact scheme Stability discrete Invariant EXTRAPOLATION
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偏好异质性、农户参与式方案创设与养殖废弃物资源化利用——来自养殖户种养结合的选择实验 被引量:3
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作者 江光辉 胡浩 《南京农业大学学报(社会科学版)》 CSSCI 北大核心 2024年第3期161-173,共13页
生态补偿政策构成的农业环境方案对于废弃物资源化利用具有激励作用,但现行补偿政策方案可能存在推广瓶颈,突破瓶颈的关键在于了解农户的政策选择偏好。以养殖废弃物肥料化还田为例,通过选择实验法构建了由4个政策属性组合而成的备选政... 生态补偿政策构成的农业环境方案对于废弃物资源化利用具有激励作用,但现行补偿政策方案可能存在推广瓶颈,突破瓶颈的关键在于了解农户的政策选择偏好。以养殖废弃物肥料化还田为例,通过选择实验法构建了由4个政策属性组合而成的备选政策情境,结合江苏省346户生猪养殖户实验数据,运用Mixed Logit模型检验了补偿政策的选择偏好及协同互补效应。结果表明:(1)养殖户对选择实验方案中的服务类、收入类和价格类补偿政策的偏好程度更高,而对于技术支持类补偿政策不具备明显偏好;(2)养殖户环保认知与风险特征是上述政策偏好异质性的重要来源,风险偏好型和环保认知水平高的养殖户对各类补偿政策方案的接受意愿更高;(3)技术支持、外包服务同收入类、价格类补偿政策之间呈现显著的互补性。根据“重视多元化补偿,强化正协同效应”原则,本文创设了针对养殖废弃物还田利用的推广方案,旨在优化和完善现行的生态补偿政策体系,打好相关政策措施的“组合拳”。 展开更多
关键词 养殖废弃物资源化利用 种养结合 生态补偿 偏好异质性 离散选择实验
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Event-Triggered Finite-Time H Filtering for Discrete-Time Nonlinear Stochastic Systems
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作者 Aiqing Zhang Yunyuan Dong 《Journal of Applied Mathematics and Physics》 2023年第1期13-21,共9页
This paper addresses the problem of event-triggered finite-time H<sub>∞</sub> filter design for a class of discrete-time nonlinear stochastic systems with exogenous disturbances. The stochastic Lyapunov-K... This paper addresses the problem of event-triggered finite-time H<sub>∞</sub> filter design for a class of discrete-time nonlinear stochastic systems with exogenous disturbances. The stochastic Lyapunov-Krasoviskii functional method is adopted to design a filter such that the filtering error system is stochastic finite-time stable (SFTS) and preserves a prescribed performance level according to the pre-defined event-triggered criteria. Based on stochastic differential equations theory, some sufficient conditions for the existence of H<sub>∞</sub> filter are obtained for the suggested system by employing linear matrix inequality technique. Finally, the desired H<sub>∞</sub> filter gain matrices can be expressed in an explicit form. 展开更多
关键词 Event-Triggered scheme discrete-Time Nonlinear Stochastic Systems Stochastic Finite-Time Stable Linear Matrix Inequalities (LMIS)
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一维平流方程迎风格式的最优时空步长
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作者 张洪伟 曹靖 李建平 《天津师范大学学报(自然科学版)》 CAS 北大核心 2024年第4期14-18,共5页
在考虑舍入误差影响的情况下,研究一维平流方程迎风格式最优时空步长的选取.首先,分析每一时间层产生的离散误差和舍入误差,以及2种误差向高时间层传播的累积,得到数值解总误差的理论上界;然后推导出最优时间步长和最优空间步长的理论公... 在考虑舍入误差影响的情况下,研究一维平流方程迎风格式最优时空步长的选取.首先,分析每一时间层产生的离散误差和舍入误差,以及2种误差向高时间层传播的累积,得到数值解总误差的理论上界;然后推导出最优时间步长和最优空间步长的理论公式,进而得到2种不同机器精度下最优时间步长之比满足的一个仅与机器精度有关的普适关系;最后通过数值算例验证了结论的可靠性. 展开更多
关键词 平流方程 迎风格式 离散误差 舍入误差 最优步长
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带变系数时间分数阶扩散方程一个新的非协调高阶逼近格式高精度分析新模式
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作者 王芬玲 赵艳敏 +1 位作者 史艳华 魏亚冰 《应用数学》 北大核心 2024年第4期1163-1172,共10页
基于时间高阶L2-1_(σ)格式和空间EQ_(1)^(rot)非协调有限元方法,对带有变系数的一类时间分数阶扩散方程进行了高效数值分析.首先,证明全离散逼近格式的解在能量模意义下的无条件稳定性.然后,利用该元的特殊性质,并将插值算子和投影算... 基于时间高阶L2-1_(σ)格式和空间EQ_(1)^(rot)非协调有限元方法,对带有变系数的一类时间分数阶扩散方程进行了高效数值分析.首先,证明全离散逼近格式的解在能量模意义下的无条件稳定性.然后,利用该元的特殊性质,并将插值算子和投影算子相结合,导出了采用传统估计无法导出的超逼近结果.此外,利用插值后处理技术,呈现了整体超收敛估计.最后,借助数值实验,验证了理论分析的正确性. 展开更多
关键词 EQ_(1)^(rot)非协调元 全离散格式 无条件稳定 超逼近和超收敛
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新型ADETCS下工业信息物理系统综合安全控制
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作者 李炜 程雪 李亚洁 《北京航空航天大学学报》 EI CAS CSCD 北大核心 2024年第9期2704-2716,共13页
针对一类虚假数据注入(FDI)攻击与故障共存的工业信息物理系统(ICPS),在新型自适应离散事件触发通信机制(ADETCS)下,研究了综合安全控制与通信的协同设计问题。引入ADETCS取代传统离散事件触发通信机制,构建安全与通信可自适应协同优化... 针对一类虚假数据注入(FDI)攻击与故障共存的工业信息物理系统(ICPS),在新型自适应离散事件触发通信机制(ADETCS)下,研究了综合安全控制与通信的协同设计问题。引入ADETCS取代传统离散事件触发通信机制,构建安全与通信可自适应协同优化运行的ICPS架构;通过对ADETCS中阈值函数的优化设计,获得一种可随系统动态行为双向连续变化的新型ADETCS;在该机制下,基于主动容侵和容错的思想,通过构造Lyapunov泛函,借助新型Bessel-Legebdre不等式、锥补线性化(CCL)等少保守性技术,在统一的自适应变采样框架下,推证出鲁棒估计器与综合安全控制器的求解方法,使ICPS可同时防御FDI攻击与故障,并具有更优的自适应通信调节能力。仿真结果表明:新型ADETCS中阈值函数的巧妙设计及CCL的应用,相较现存通信机制和设计方法,可使ICPS的综合安全控制性能与资源节约获得更优的折中平衡。 展开更多
关键词 新型自适应离散事件触发通信机制 工业信息物理系统 综合安全控制 锥补线性化 动态优化平衡
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非线性Benjamin-Bona-Mahony-Burgers方程的非协调有限元超收敛分析
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作者 廖歆 赵国营 《郑州航空工业管理学院学报》 2024年第2期102-107,共6页
文章研究了二维非线性Benjamin-Bona-Mahony-Burgers(BBMB)方程的非协调有限元方法。利用非协调EQ^(rot)_(1)元相容误差比插值误差高一阶的特殊性质,给出了非线性BBMB方程在半离散以及向后Euler全离散格式下的超逼近和整体超收敛结果。... 文章研究了二维非线性Benjamin-Bona-Mahony-Burgers(BBMB)方程的非协调有限元方法。利用非协调EQ^(rot)_(1)元相容误差比插值误差高一阶的特殊性质,给出了非线性BBMB方程在半离散以及向后Euler全离散格式下的超逼近和整体超收敛结果。最后,通过数值试验验证了理论分析的正确性和方法的有效性。 展开更多
关键词 非线性BBMB方程 非协调EQ^(rot)_(1)元 半离散格式 向后Euler全离散格式 超逼近和超收敛
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Review of Collocation Methods and Applications in Solving Science and Engineering Problems
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作者 Weiwu Jiang Xiaowei Gao 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第7期41-76,共36页
The collocation method is a widely used numerical method for science and engineering problems governed by partial differential equations.This paper provides a comprehensive review of collocation methods and their appl... The collocation method is a widely used numerical method for science and engineering problems governed by partial differential equations.This paper provides a comprehensive review of collocation methods and their applications,focused on elasticity,heat conduction,electromagnetic field analysis,and fluid dynamics.The merits of the collocation method can be attributed to the need for element mesh,simple implementation,high computational efficiency,and ease in handling irregular domain problems since the collocation method is a type of node-based numerical method.Beginning with the fundamental principles of the collocation method,the discretization process in the continuous domain is elucidated,and how the collocation method approximation solutions for solving differential equations are explained.Delving into the historical development of the collocation methods,their earliest applications and key milestones are traced,thereby demonstrating their evolution within the realm of numerical computation.The mathematical foundations of collocation methods,encompassing the selection of interpolation functions,definition of weighting functions,and derivation of integration rules,are examined in detail,emphasizing their significance in comprehending the method’s effectiveness and stability.At last,the practical application of the collocation methods in engineering contexts is emphasized,including heat conduction simulations,electromagnetic coupled field analysis,and fluid dynamics simulations.These specific case studies can underscore collocation method’s broad applicability and effectiveness in addressing complex engineering challenges.In conclusion,this paper puts forward the future development trend of the collocation method through rigorous analysis and discussion,thereby facilitating further advancements in research and practical applications within these fields. 展开更多
关键词 Collocation method meshless method discrete schemes for functions numerical calculation
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