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基于改进列计算的空间并置模式挖掘方法 被引量:3
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作者 昌鑫 芦俊丽 +1 位作者 陈书健 段鹏 《计算机应用研究》 CSCD 北大核心 2024年第5期1374-1380,共7页
空间并置(co-location)模式挖掘旨在发现空间特征间的关联关系,是空间数据挖掘的重要研究方向。基于列计算的空间并置模式挖掘方法(CPM-Col算法)避开挖掘过程中最耗时的表实例生成操作,直接搜索模式的参与实例,成为当前高效的方法之一... 空间并置(co-location)模式挖掘旨在发现空间特征间的关联关系,是空间数据挖掘的重要研究方向。基于列计算的空间并置模式挖掘方法(CPM-Col算法)避开挖掘过程中最耗时的表实例生成操作,直接搜索模式的参与实例,成为当前高效的方法之一。然而,回溯法搜索参与实例仍是该方法的瓶颈,尤其在稠密数据和长模式下。为加速参与实例的搜索,充分利用CPM-Col算法搜索参与实例时得到的行实例,在不增加额外计算的前提下对CPM-Col算法进行两点改进。首先,将CPM-Col算法搜索到的行实例存储为部分表实例,利用子模式的部分表实例快速确定参与实例,避免了大量实例的回溯计算。其次,在CPM-Col算法获得一条行实例后,利用行实例的子团反作用于第一个特征,得到第一个特征的参与实例,避免了这些实例的回溯搜索。由此,提出了基于改进列计算的空间并置模式挖掘算法(CPM-iCol算法),并讨论了算法的复杂度、正确性和完备性。在合成数据和真实数据集上进行了实验,与经典的传统算法join-less和CPM-Col进行对比,CPM-iCol算法明显缩短了挖掘的时间,减少了回溯的次数。实验结果表明,该算法比CPM-Col具有更好的性能和可扩展性,特别在稠密数据集中效果更加明显。 展开更多
关键词 空间数据挖掘 空间并置模式 计算 回溯搜索
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融合时空散列的三维RRT*多编队航路规划
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作者 郑凯文 杜承泽 +1 位作者 赵兴芳 逄晓凡 《系统工程与电子技术》 北大核心 2025年第7期2256-2266,共11页
针对多编队时空路径生成研究的空白,提出一种融合时空散列思想的无人机多编队航路规划方法。引入第3代安全散列算法对航路点时空信息进行散列计算和线性映射,得到时空航路点和编队飞行区域。使用时空点面信息优化有偏采样,解决多编队采... 针对多编队时空路径生成研究的空白,提出一种融合时空散列思想的无人机多编队航路规划方法。引入第3代安全散列算法对航路点时空信息进行散列计算和线性映射,得到时空航路点和编队飞行区域。使用时空点面信息优化有偏采样,解决多编队采样集中和无效路径过深问题。设计基于航路点偏置和时空平滑优化的三维增强型快速扩展随机树多编队航路规划算法,以时空差异航路点为偏置目标,结合人工势场法与时空约束条件优化节点搜索成本函数,得到时空最佳差异路径。结果表明,所提方法在规划用时和节点数上分别减少了53.33%和17.53%,多编队路径数据验证了该方法具备时空差异生成能力。 展开更多
关键词 时空散思想 无人机多编队航路规划 计算 增强型快速扩展随机树 时空约束域
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弹道导弹突防数概率分布列计算模型 被引量:3
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作者 李俊生 梁伟 赵伟 《现代防御技术》 2004年第2期11-14,共4页
针对双层反导防御系统,在单枚导弹突防概率的基础上,分别建立了多枚战术弹道导弹突破单层和双层拦截的最终突防数概率分布列计算模型,同时进行了算例分析,对模型进行了验证。
关键词 弹道导弹 突防概率 分布计算模型 反导弹防御系统 攻防对抗
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用VB程序解决化学平衡的计算例析
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作者 王国勇 《化学教学》 CAS 2010年第7期70-72,共3页
当我们学习化学平衡的相关知识时,化学平衡常数的计算列出的方程,有时可能是一个难以求解的高次方程,只有通过近似估计,反复使用计算器试根,才能得出近似解。由此,
关键词 化学平衡常数 VB程序 算例 高次方程 近似估计 反复使用 计算列 计算
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逻辑实体的行列模板的设计与实现
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作者 詹火木 罗军 肖晖 《计算机工程与设计》 CSCD 北大核心 2008年第18期4839-4842,4846,共5页
在现实中存在许多这样的实体,它需要关系数据库中多个相关的记录一起才能完整地表示其意义,且这些记录之间通常具有行和列上的计算关系,使用传统的方法不能很好地实现这样的实体。针对该情况,提出逻辑实体及其行列模板的概念,设计逻辑... 在现实中存在许多这样的实体,它需要关系数据库中多个相关的记录一起才能完整地表示其意义,且这些记录之间通常具有行和列上的计算关系,使用传统的方法不能很好地实现这样的实体。针对该情况,提出逻辑实体及其行列模板的概念,设计逻辑实体和行列模板的关系模式,给出行列模板的实现,并结合一个实例,详细说明了行列模板的具体应用。 展开更多
关键词 逻辑实体 行模板 模板 计算逻辑 计算逻辑
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合并报表编制的两种思路探析 被引量:2
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作者 祝利芳 《财会月刊》 北大核心 2022年第12期81-89,共9页
合并报表编制中合并工作底稿的各个项目之间的勾稽关系错综复杂、各类调整抵销分录纵横交错,合并报表编制者或者学习者往往难以厘清头绪,对合并报表的掌握止步于调整、抵销分录的编制,难以完成整个编制过程。鉴于此,本文以合并报表编制... 合并报表编制中合并工作底稿的各个项目之间的勾稽关系错综复杂、各类调整抵销分录纵横交错,合并报表编制者或者学习者往往难以厘清头绪,对合并报表的掌握止步于调整、抵销分录的编制,难以完成整个编制过程。鉴于此,本文以合并报表编制理念为出发点,明晰合并报表列示要求,分别采用“重点项目调整抵销追踪法”和“直接计算列示法”对合并报表的编制进行有效梳理。对于前者,主要依据合并报表的编制原则和个别报表之间的逻辑关系,分层厘清“一个对应”“三种调整”“两类抵销”的底层逻辑,对相关项目进行调整、抵销与追踪;对于后者,在前者的基础上,给出了相关报表项目的计算式。希望本文的梳理有利于学习者将对合并报表编制的掌握落实到“表”的层面。 展开更多
关键词 合并财务报表 对应关系 重点项目调整抵销追踪法 直接计算列示法
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Calculation grid and turbulence model for numerical simulating pressure fluctuations in high-speed train tunnel 被引量:5
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作者 JI Peng WANG Tian-tian WU Fan 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第10期2870-2877,共8页
Calculation grid and turbulence model for numerical simulating pressure fluctuations in a high-speed train tunnel are studied through the comparison analysis of numerical simulation and moving model test.Compared the ... Calculation grid and turbulence model for numerical simulating pressure fluctuations in a high-speed train tunnel are studied through the comparison analysis of numerical simulation and moving model test.Compared the waveforms and peak-peak values of pressure fluctuations between numerical simulation and moving model test,the structured grid and the SST k-ωturbulence model are selected for numerical simulating the process of high-speed train passing through the tunnel.The largest value of pressure wave amplitudes of numerical simulation and moving model test meet each other.And the locations of the largest value of the initial compression and expansion wave amplitude of numerical simulation are in agreement with that of moving model test.The calculated pressure at the measurement point fully conforms to the propagation law of compression and expansion waves in the tunnel. 展开更多
关键词 high-speed train calculation grid turbulence model TUNNEL pressure fluctuations
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Dynamic behaviors and mitigation measures of a train passing through windbreak transitions from ground to cutting 被引量:2
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作者 CHEN Zheng-wei LIU Tang-hong +3 位作者 GUO Zi-jian HUO Xiao-shuai LIWen-hui XIAYu-tao 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第8期2675-2689,共15页
In this paper,the effects of a right-angle windbreak transition(RWT)from the flat ground to cutting on train aerodynamic and dynamic responses were investigated,then a mitigation measure,an oblique structure transitio... In this paper,the effects of a right-angle windbreak transition(RWT)from the flat ground to cutting on train aerodynamic and dynamic responses were investigated,then a mitigation measure,an oblique structure transition(OST)was proposed to reduce the impact of RWT on the train aerodynamic and dynamic performance.The results showed that in the RWT region,the airflow was divided into two parts.One part of the airflow induced a strong backflow in the flat ground position,and the other part of the airflow induced a strong backflow in the cutting position.Therefore,there were two lateral impacts on the train.For the head car with the OST,the drop ratios of the peak-to-peak values compared with RWT were 47%,40%,and 52%for the side force coefficient C_(Fy),lift force coefficient C_(Fz) and overturning moment coefficient C_(Mx),respectively.For the peak-to-peak value of the dynamic parameters,the drop ratios of OST compared with RWT were all larger than 50%.The maximum dynamic overturning coefficients for RWT and OST were 0.75 and 0.3,respectively. 展开更多
关键词 high-speed train windbreak wall CROSSWIND CFD train aerodynamics vehicle system dynamics
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Effect of cross-wind on spatial vibration responses of train and track system 被引量:4
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作者 向俊 赫丹 曾庆元 《Journal of Central South University》 SCIE EI CAS 2009年第3期520-524,共5页
By taking cross-wind forces acting on trains into consideration, a dynamic analysis method of the cross-wind and high-speed train and slab track system was proposed on the basis of the analysis theory of spatial vibra... By taking cross-wind forces acting on trains into consideration, a dynamic analysis method of the cross-wind and high-speed train and slab track system was proposed on the basis of the analysis theory of spatial vibration of high-speed train and slab track system. The corresponding computer program was written by FORTRAN language. The dynamic responses of the high-speed train and slab track under cross-wind action were calculated. Meanwhile, the effects of the cross-wind on the dynamic responses of the system were also analyzed. The results show that the cross-wind has a significant influence on the lateral and vertical displacement responses of the car body, load reduction factor and overturning factor. For example, the maximum lateral displacement responses of the car body of the first trailer with and without cross-wind forces are 32.10 and 1.60 mm, respectively. The maximum vertical displacement responses of the car body of the first trailer with and without cross-wind forces are 6.60 and 3.29 mm, respectively. The maximum wheel load reduction factors of the first trailer with and without cross-wind forces are 0.43 and 0.22, respectively. The maximum overturning factors of the first trailer with and without cross-wind forces are 0.28 and 0.08, respectively. The cross-wind affects the derailment factor and lateral Sperling factor of the moving train to a certain extent. However, the lateral and vertical displacement responses of rails with the crnss-wind are almost the same as those without the cross-wind. The method presented and the corresponding computer program can be used to calculate the interaction between trains and track in cross-wind. 展开更多
关键词 slab track high-speed train cross-wind spatial vibration DISPLACEMENT dynamic responses
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Crosswind stability of high-speed trains in special cuts 被引量:3
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作者 张洁 高广军 +1 位作者 刘堂红 李志伟 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第7期2849-2856,共8页
Analysis of the aerodynamic performance of high-speed trains in special cuts would provide references for the critical overturning velocity and complement the operation safety management under strong winds.This work w... Analysis of the aerodynamic performance of high-speed trains in special cuts would provide references for the critical overturning velocity and complement the operation safety management under strong winds.This work was conducted to investigate the flow structure around trains under different cut depths,slope angles using computational fluid dynamics(CFD).The high-speed train was considered with bogies and inter-carriage gaps.And the accuracy of the numerical method was validated by combining with the experimental data of wind tunnel tests.Then,the variations of aerodynamic forces and surface pressure distribution of the train were mainly analyzed.The results show that the surroundings of cuts along the railway line have a great effect on the crosswind stability of trains.With the slope angle and depth of the cut increasing,the coefficients of aerodynamic forces tend to reduce.An angle of 75°is chosen as the optimum one for the follow-up research.Under different depth conditions,the reasonable cut depth for high-speed trains to run safely is 3 m lower than that of the conventional cut whose slope ratio is 1:1.5.Furthermore,the windward slope angle is more important than the leeward one for the train aerodynamic performance.Due to the shield of appropriate cuts,the train body is in a minor positive pressure environment.Thus,designing a suitable cut can contribute to improving the operation safety of high-speed trains. 展开更多
关键词 high-speed train crosswind stability cut pressure distribution numerical simulation
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SS-SERA:An improved framework for architectural level soft error reliability analysis 被引量:2
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作者 成玉 马安国 +2 位作者 王永文 唐遇星 张民选 《Journal of Central South University》 SCIE EI CAS 2012年第11期3129-3146,共18页
Integrated with an improved architectural vulnerability factor (AVF) computing model, a new architectural level soft error reliability analysis framework, SS-SERA (soft error reliability analysis based on SimpleSca... Integrated with an improved architectural vulnerability factor (AVF) computing model, a new architectural level soft error reliability analysis framework, SS-SERA (soft error reliability analysis based on SimpleScalar), was developed. SS-SERA was used to estimate the AVFs for various on-chip structures accurately. Experimental results show that the AVFs of issue queue (IQ), register update units (RUU), load store queue (LSQ) and functional unit (FU) are 38.11%, 22.17%, 23.05% and 24.43%, respectively. For address-based structures, i.e., levell data cache (LID), DTLB, level2 unified cache (L2U), levell instruction cache (LII) and ITLB, AVFs of their data arrays are 22.86%, 27.57%, 14.80%, 8.25% and 12.58%, lower than their tag arrays' AVFs which are 30.01%, 28.89%, 17.69%, 10.26% and 13.84%, respectively. Furthermore, using the AVF values obtained with SS-SERA, a qualitative and quantitative analysis of the AVF variation and predictability was performed for the structures studied. Experimental results show that the AVF exhibits significant variations across different structures and workloads, and is influenced by multiple microarchitectural metrics and their interactions. Besides, AVFs of SPEC2K floating point programs exhibit better predictability than SPEC2K integer programs. 展开更多
关键词 soft error architectural vulnerability factor (AVF) AVF estimation model
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Construction of improved rigid blocks failure mechanism for ultimate bearing capacity calculation based on slip-line field theory 被引量:5
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作者 赵炼恒 杨峰 《Journal of Central South University》 SCIE EI CAS 2013年第4期1047-1057,共11页
Based on the slip-line field theory, a two-dimensional slip failure mechanism with mesh-like rigid block system was constructed to analyze the ultimate bearing capacity problems of rough foundation within the framewor... Based on the slip-line field theory, a two-dimensional slip failure mechanism with mesh-like rigid block system was constructed to analyze the ultimate bearing capacity problems of rough foundation within the framework of the upper bound limit analysis theorem. In the velocity discontinuities in transition area, the velocity changes in radial and tangent directions are allowed. The objective functions of the stability problems of geotechnical structures are obtained by equating the work rate of external force to internal dissipation along the velocity discontinuities, and then the objective functions are transformed as an upper-bound mathematic optimization model. The upper bound solutions for the objective functions are obtained by use of the nonlinear sequential quadratic programming and interior point method. From the numerical results and comparative analysis, it can be seen that the method presented in this work gives better calculation results than existing upper bound methods and can be used to establish the more accurate plastic collapse load for the ultimate bearing capacity of rough foundation. 展开更多
关键词 ultimate bearing capacity rough foundation slip-line field theory upper bound limit analysis theorem slip failure mechanism nonlinear programming method
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