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基于兴趣度的协作过滤技术研究 被引量:4
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作者 陈永平 苏新 毛万胜 《计算机技术与发展》 2008年第1期106-110,共5页
随着互联网上的信息的迅速增长,协作过滤技术得到越来越广泛的应用。结合了显式和隐式计算兴趣度的方法,提出了一种新的计算用户兴趣度的方法。并在此基础上论述了基于兴趣度的协作过滤技术。该方法通过寻找相似用户群体,由相似用户群... 随着互联网上的信息的迅速增长,协作过滤技术得到越来越广泛的应用。结合了显式和隐式计算兴趣度的方法,提出了一种新的计算用户兴趣度的方法。并在此基础上论述了基于兴趣度的协作过滤技术。该方法通过寻找相似用户群体,由相似用户群体来预测用户对某一WEB事务的喜好,并给出了相应的实现算法。实验结果表明,该方法能提供较好的协作推荐服务。 展开更多
关键词 兴趣度 协作过滤 WEB挖掘 方式 隐式方式
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A-high-order Accuraqcy Implicit Difference Scheme for Solving the Equation of Parabolic Type 被引量:7
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作者 马明书 王肖凤 《Chinese Quarterly Journal of Mathematics》 CSCD 2000年第2期94-97,共4页
In this paper,a implicit difference scheme is proposed for solving the equation of one_dimension parabolic type by undetermined paameters.The stability condition is r=αΔt/Δx 2 1/2 and the truncation error is o(... In this paper,a implicit difference scheme is proposed for solving the equation of one_dimension parabolic type by undetermined paameters.The stability condition is r=αΔt/Δx 2 1/2 and the truncation error is o(Δt 4+Δx 4) It can be easily solved by double sweeping method. 展开更多
关键词 equation of one_dimension parabolic type high_order accuracy implicit difference scheme
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基于Drude模型的二维左手材料CNAD-FDTD算法研究
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作者 何光峰 迟洁茹 +2 位作者 范昊博 代小琴 宋来军 《青岛大学学报(工程技术版)》 CAS 2019年第3期89-93,99,共6页
为了解决时域有限差分方法的计算域截断问题,本文在完全匹配层方法的基础上,将克兰克尼科尔森(crank-nicolson,CN)半隐式差分方式和近似去耦(approximately-decoupling,AD)法相结合,对基于Drude模型的二维左手材料CNAD-FDTD算法进行研... 为了解决时域有限差分方法的计算域截断问题,本文在完全匹配层方法的基础上,将克兰克尼科尔森(crank-nicolson,CN)半隐式差分方式和近似去耦(approximately-decoupling,AD)法相结合,对基于Drude模型的二维左手材料CNAD-FDTD算法进行研究。为验证该方法在二维频率色散左手材料区域的有效性,对色散媒质的Drude模型进行数值仿真。仿真结果表明,本文所提出的方法,不仅打破了常规FDTD的Courant稳定条件(courant-friedrich-levy,CFL)对时间步长的限制,且受色散材料的影响很少,具有良好的吸收效果;随着CN的增大,运行时间逐渐减少,说明本文所提出的算法可以提高运算效率。该研究为左手材料的进一步发展提供了理论依据。 展开更多
关键词 完全匹配层 时域有限差分法 Crank-Nicoloson半差分方式 左手材料 Drude模型
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An Explicit-Implicit Predictor-Corrector Domain Decomposition Method for Time Dependent Multi-Dimensional Convection Diffusion Equations 被引量:1
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作者 Liyong Zhu Guangwei Yuan Qiang Du 《Numerical Mathematics(Theory,Methods and Applications)》 SCIE 2009年第3期301-325,共25页
The numerical solution of large scale multi-dimensional convection diffusion equations often requires efficient parallel algorithms.In this work,we consider the extension of a recently proposed non-overlapping domain ... The numerical solution of large scale multi-dimensional convection diffusion equations often requires efficient parallel algorithms.In this work,we consider the extension of a recently proposed non-overlapping domain decomposition method for two dimensional time dependent convection diffusion equations with variable coefficients. By combining predictor-corrector technique,modified upwind differences with explicitimplicit coupling,the method under consideration provides intrinsic parallelism while maintaining good stability and accuracy.Moreover,for multi-dimensional problems, the method can be readily implemented on a multi-processor system and does not have the limitation on the choice of subdomains required by some other similar predictor-corrector or stabilized schemes.These properties of the method are demonstrated in this work through both rigorous mathematical analysis and numerical experiments. 展开更多
关键词 Convection diffusion equation parallel algorithm domain decomposition modifiedupwind differences PREDICTOR-CORRECTOR explicit-implicit scheme convergence analysis.
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A unified implicit scheme for kinetic model equations. Part I. Memory reduction technique 被引量:8
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作者 Songze Chen Chuang Zhang +1 位作者 Lianhua Zhu Zhaoli Guo 《Science Bulletin》 SCIE EI CAS CSCD 2017年第2期119-129,共11页
A memory reduction technique is proposed for solving stationary kinetic model equations. As implied by an integral solution of the stationary kinetic equation, a velocity distribution function can be reconstructed fro... A memory reduction technique is proposed for solving stationary kinetic model equations. As implied by an integral solution of the stationary kinetic equation, a velocity distribution function can be reconstructed from given macroscopic variables. Based on this fact, we propose a technique to reconstruct distribution function at discrete level, and employ it to develop an implicit numerical method for kinetic equations. The new implicit method only stores the macroscopic quantities which appear in the collision term, and does not store the distribution functions. As a result, enormous memory requirement for solving kinetic equations is totally relieved. Several boundary conditions, such as, inlet, outlet and isothermal boundaries, are discussed. Some numerical tests demonstrate the validity and efficiency of the technique.The new implicit solver provides nearly identical solution as the explicit kinetic solver, while the memory requirement is on the same order as the Navier–Stokes solver. 展开更多
关键词 Implicit scheme Kinetic equation Memory reduction
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IMPLICITIZATION USING UNIVARIATE RESULTANTS 被引量:2
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作者 Liyong SHEN Chunming YUAN 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2010年第4期804-814,共11页
Among several implicitization methods, the method based on resultant computation is a simple and direct one, but it often brings extraneous factors which are difficult to remove. This paper studies a class of rational... Among several implicitization methods, the method based on resultant computation is a simple and direct one, but it often brings extraneous factors which are difficult to remove. This paper studies a class of rational space curves and rational surfaces by implicitization with univaxiate resultant computations. This method is more efficient than the other algorithms in finding implicit equations for this class of rational curves and surfaces. 展开更多
关键词 IMPLICITIZATION rational space curves rational surfaces resultants.
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