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Linear Complexity of Some Binary Sequences Derived from Fermat Quotients 被引量:8
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作者 Chen Zhixiong Hu Lei, Du Xiaoni 《China Communications》 SCIE CSCD 2012年第2期105-108,共4页
We determined the linear complexity of a family of p2-periodic binary threshold sequences and a family of p2-periodic binary sequences constructed using the Legendre symbol,both of which are derived from Fermat quotie... We determined the linear complexity of a family of p2-periodic binary threshold sequences and a family of p2-periodic binary sequences constructed using the Legendre symbol,both of which are derived from Fermat quotients modulo an odd prime p.If 2 is a primitive element modulo p2,the linear complexity equals to p2-p or p2-1,which is very close to the period and it is large enough for cryptographic purpose. 展开更多
关键词 CRYPTOGRAPHY pseudorandom binary sequences fermat quotients finite fields linear complexity
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Linear Complexity of New Generalized Cyclotomic Sequences of Length 2pq
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作者 王宏伟 葛武 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2014年第6期710-716,共7页
The linear complexity and minimal polynomial of new generalized cyclotomic sequences of order two are investigated.A new generalized cyclotomic sequence Sof length 2pqis defined with an imbalance p+1.The results show ... The linear complexity and minimal polynomial of new generalized cyclotomic sequences of order two are investigated.A new generalized cyclotomic sequence Sof length 2pqis defined with an imbalance p+1.The results show that this sequence has high linear complexity. 展开更多
关键词 generalized cyclotomic sequence linear complexity minimal polynomial
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Polynomial Complexity Bounds of Mehrotra-type Predictor-corrector Algorithms for Linear Programming over Symmetric Cones
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作者 刘长河 尚有林 李振国 《Chinese Quarterly Journal of Mathematics》 2015年第4期475-494,共20页
We establish polynomial complexity corrector algorithms for linear programming over bounds of the Mehrotra-type predictor- symmetric cones. We first slightly modify the maximum step size in the predictor step of the s... We establish polynomial complexity corrector algorithms for linear programming over bounds of the Mehrotra-type predictor- symmetric cones. We first slightly modify the maximum step size in the predictor step of the safeguard based Mehrotra-type algorithm for linear programming, that was proposed by Salahi et al. Then, using the machinery of Euclidean Jordan algebras, we extend the modified algorithm to symmetric cones. Based on the Nesterov-Todd direction, we obtain O(r log ε1) iteration complexity bound of this algorithm, where r is the rank of the Jordan algebras and ε is the required precision. We also present a new variant of Mehrotra-type algorithm using a new adaptive updating scheme of centering parameter and show that this algorithm enjoys the same order of complexity bound as the safeguard algorithm. We illustrate the numerical behaviour of the methods on some small examples. 展开更多
关键词 linear programming symmetric cone Euclidean Jordan algebra interior-point methods Mehrotra-type algorithm polynomial complexity
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ZEROS OF ENTIRE SOLUTIONS TO COMPLEX LINEAR DIFFERENCE EQUATIONS 被引量:7
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作者 陈宗煊 《Acta Mathematica Scientia》 SCIE CSCD 2012年第3期1141-1148,共8页
In this article, we study the complex oscillation problems of entire solutions to homogeneous and nonhomogeneous linear difference equations, and obtain some relations of the exponent of convergence of zeros and the o... In this article, we study the complex oscillation problems of entire solutions to homogeneous and nonhomogeneous linear difference equations, and obtain some relations of the exponent of convergence of zeros and the order of growth of entire solutions to complex linear difference equations. 展开更多
关键词 linear difference equation complex oscillation ZERO order of growth
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SYNCHRONIZATION OF MASTER-SLAVE MARKOVIAN SWITCHING COMPLEX DYNAMICAL NETWORKS WITH TIME-VARYING DELAYS IN NONLINEAR FUNCTION VIA SLIDING MODE CONTROL 被引量:4
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作者 M.Syed ALI J.YOGAMBIGAI 曹进德 《Acta Mathematica Scientia》 SCIE CSCD 2017年第2期368-384,共17页
In this article, a synchronization problem for master-slave Markovian switching complex dynamical networks with time-varying delays in nonlinear function via sliding mode control is investigated. On the basis of the a... In this article, a synchronization problem for master-slave Markovian switching complex dynamical networks with time-varying delays in nonlinear function via sliding mode control is investigated. On the basis of the appropriate Lyapunov-Krasovskii functional, introducing some free weighting matrices, new synchronization criteria are derived in terms of linear matrix inequalities (LMIs). Then, an integral sliding surface is designed to guarantee synchronization of master-slave Markovian switching complex dynamical networks, and the suitable controller is synthesized to ensure that the trajectory of the closed-loop error system can be driven onto the prescribed sliding mode surface. By using Dynkin's formula, we established the stochastic stablity of master-slave system. Finally, numerical example is provided to demonstrate the effectiveness of the obtained theoretical results. 展开更多
关键词 Markovian switching complex dynamical networks Lyapunov-Krasovskii method sliding mode control linear Matrix Inequality
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支持稳定航迹优化的空中交通多元复杂度计算方法
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作者 温瑞英 何家兴 王红勇 《交通运输系统工程与信息》 北大核心 2025年第1期258-269,共12页
传统轨迹优化方法难以在改进局部飞行效率的同时保证整体空域稳定运行,为此本文提出针对空域栅格评估的多元复杂度计算方法,并研究该方法在轨迹搜索算法中的应用。首先,由“接近”“汇聚”两种运动趋势计算交互复杂度,由空域结构和气象... 传统轨迹优化方法难以在改进局部飞行效率的同时保证整体空域稳定运行,为此本文提出针对空域栅格评估的多元复杂度计算方法,并研究该方法在轨迹搜索算法中的应用。首先,由“接近”“汇聚”两种运动趋势计算交互复杂度,由空域结构和气象环境计算背景复杂度。其次,将两类复杂度分配到空域栅格上,得到栅格的复杂度图。最后,应用于改进的轨迹优化方法中以评估优化结果对空域运行压力的影响。基于仿真空域和实际上海终端区运行数据进行仿真验证。结果表明:空中交通场景的运行压力能够由多元复杂度进行量化。对比原始数据,基于复杂度评估方法改进的A^(*)算法能使优化结果的飞行距离下降20.10%,预计飞行时间下降30.00%,机动次数下降16.67%;同时对比原始数据和传统A^(*)算法的优化轨迹,优化后的局部空域运行压力有所下降。 展开更多
关键词 航空运输 空中交通复杂度 改进A*算法 空域 线性动力系统 空中交通管理
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基于DVR模型的低复杂度数字预失真方法
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作者 陆旭 吴雅琦 +2 位作者 周先春 朱心悦 陈章 《微波学报》 北大核心 2025年第1期51-57,共7页
数字预失真技术是一种被广泛应用的功率放大器线性化技术。分解矢量旋转(DVR)数字预失真模型因其容易实现的硬件结构,良好的线性化性能,被广泛地用于功放非线性的改善。然而,DVR模型参数提取的计算复杂度与运算开销会随着算子矩阵项数... 数字预失真技术是一种被广泛应用的功率放大器线性化技术。分解矢量旋转(DVR)数字预失真模型因其容易实现的硬件结构,良好的线性化性能,被广泛地用于功放非线性的改善。然而,DVR模型参数提取的计算复杂度与运算开销会随着算子矩阵项数和数据长度的增多而急剧增加。针对这一问题,本文提出了一种基于DVR模型的低运算复杂度数字预失真方法。所提方法包含低复杂度分解矢量旋转(LCDVR)数字预失真模型和非均匀选择采样(NSS)算法两个方面,共同减少模型参数提取时的运算开销。所提LCDVR模型通过增加算子矩阵中0项的数量,减少了所需的乘法运算操作;同时,根据信号幅度分布特点,采用NSS算法进行数据采样点选取,可以减少参数提取时所需的数据长度,并使选择后的信号幅度分布相对均匀,便于分析LCDVR模型幅度分段值的选取。实验结果表明,当输入信号数据长度为70000时,LCDVR模型的θ_(max)为0.7,θ_(min)为0.3;采用NSS算法后的数据长度为10849时,本文所提方法的参数提取所需乘法运算量仅为DVR模型的2.24%,且能够保持相当的线性化效果。因此,本文所提方法可以在保持线性化精度的同时显著降低参数提取中的运算复杂度,具有较强的应用性和可实现性。 展开更多
关键词 线性化 数字预失真 功率放大器 低复杂度分解矢量旋转模型 非均匀选择采样算法
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Exponential synchronization of complex dynamical networks with Markovian jumping parameters using sampled-data and mode-dependent probabilistic time-varying delays 被引量:2
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作者 R.Rakkiyappan N.Sakthivel S.Lakshmanan 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第2期49-63,共15页
In this paper, the problem of exponential synchronization of complex dynamical networks with Markovian jumping parameters using sampled-data and Mode-dependent probabilistic time-varying coupling delays is investigate... In this paper, the problem of exponential synchronization of complex dynamical networks with Markovian jumping parameters using sampled-data and Mode-dependent probabilistic time-varying coupling delays is investigated. The sam- pling period is assumed to be time-varying and bounded. The information of probability distribution of the time-varying delay is considered and transformed into parameter matrices of the transferred complex dynamical network model. Based on the condition, the design method of the desired sampled data controller is proposed. By constructing a new Lyapunov functional with triple integral terms, delay-distribution-dependent exponential synchronization criteria are derived in the form of linear matrix inequalities. Finally, two numerical examples are given to illustrate the effectiveness of the proposed methods. 展开更多
关键词 complex networks exponential synchronization mode-dependent time-varying delays linear ma- trix inequalities sampled-data control
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Computationally Efficient Direction of Arrival Estimation for Improved Nested Linear Array 被引量:1
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作者 LIN Xinping ZHOU Mengjie +1 位作者 ZHANG Xiaofei LI Jianfeng 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2019年第6期1018-1025,共8页
Nested linear array enables to enhance localization resolution and achieve under-determined direction of arrival(DOA)estimation.In this paper,the traditional two-level nested linear array is improved to achieve more d... Nested linear array enables to enhance localization resolution and achieve under-determined direction of arrival(DOA)estimation.In this paper,the traditional two-level nested linear array is improved to achieve more degrees of freedom(DOFs)and better angle estimation performance.Furthermore,a computationally efficient DOA estimation algorithm is proposed.The discrete Fourier transform(DFT)method is utilized to obtain coarse DOA estimates,and subsequently,fine DOA estimates are achieved by spatial smoothing multiple signals classification(SS-MUSIC)algorithm.Compared to SS-MUSIC algorithm,the proposed algorithm has the same estimation accuracy with lower computational complexity because the coarse DOA estimates enable to shrink the range of angle spectral search.In addition,the estimation of the number of signals is not required in advance by DFT method.Extensive simulation results testify the effectiveness of the proposed algorithm. 展开更多
关键词 DOA estimation nested linear array DOFs SS-MUSIC algorithm computational complexity
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Cluster exponential synchronization of a class of complex networks with hybrid coupling and time-varying delay 被引量:1
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作者 王军义 张化光 +1 位作者 王占山 梁洪晶 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第9期324-334,共11页
This paper deals with the cluster exponential synchronization of a class ot complex networks wlm nyorm coupm^g and time-varying delay. Through constructing an appropriate Lyapunov-Krasovskii functional and applying th... This paper deals with the cluster exponential synchronization of a class ot complex networks wlm nyorm coupm^g and time-varying delay. Through constructing an appropriate Lyapunov-Krasovskii functional and applying the theory of the Kronecker product of matrices and the linear matrix inequality (LMI) technique, several novel sufficient conditions for cluster exponential synchronization are obtained. These cluster exponential synchronization conditions adopt the bounds of both time delay and its derivative, which are less conservative. Finally, the numerical simulations are performed to show the effectiveness of the theoretical results. 展开更多
关键词 complex network cluster exponential synchronization linear matrix inequality time-varying de-lay
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Global synchronization of general delayed complex networks with stochastic disturbances 被引量:1
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作者 涂俐兰 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第3期74-80,共7页
In this paper, global synchronization of general delayed complex networks with stochastic disturbances, which is a zero-mean real scalar Wiener process, is investigated. The networks under consideration are continuous... In this paper, global synchronization of general delayed complex networks with stochastic disturbances, which is a zero-mean real scalar Wiener process, is investigated. The networks under consideration are continuous-time networks with time-varying delay. Based on the stochastic Lyapunov stability theory, Ito's differential rule and the linear matrix inequality (LMI) optimization technique, several delay-dependent synchronous criteria are established, which guarantee the asymptotical mean-square synchronization of drive networks and response networks with stochastic disturbances. The criteria are expressed in terms of LMI, which can be easily solved using the Matlab LMI Control Toolbox. Finally, two examples show the effectiveness and feasibility of the proposed synchronous conditions. 展开更多
关键词 global synchronization general delayed complex networks with stochastic disturbances linear matrix inequality mean-square stability
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New synchronization analysis for complex networks with variable delays
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作者 张化光 宫大为 王占山 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第4期179-186,共8页
This paper deals with the issue of synchronization of delayed complex networks. Differing from previous results, the delay interval [0, d(t)] is divided into some variable subintervals by employing a new method of w... This paper deals with the issue of synchronization of delayed complex networks. Differing from previous results, the delay interval [0, d(t)] is divided into some variable subintervals by employing a new method of weighting delays. Thus, new synchronization criteria for complex networks with time-varying delays are derived by applying this weighting-delay method and introducing some free weighting matrices. The obtained results have proved to be less conservative than previous results. The sufficient conditions of asymptotical synchronization are derived in the form of linear matrix inequality, which are easy to verify. Finally, several simulation examples are provided to show the effectiveness of the proposed results. 展开更多
关键词 complex networks SYNCHRONIZATION time-varying delay weighting delay linear matrix inequality
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Pinning control of complex Lur’e networks
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作者 张庆振 李忠奎 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第6期2176-2183,共8页
This paper addresses the control problem of a class of complex dynamical networks with each node being a Lur'e system whose nonlinearity satisfies a sector condition, by applying local feedback injections to a small ... This paper addresses the control problem of a class of complex dynamical networks with each node being a Lur'e system whose nonlinearity satisfies a sector condition, by applying local feedback injections to a small fraction of the nodes. The pinning control problem is reformulated in the framework of the absolute stability theory. It is shown that the global stability of the controlled network can be reduced to the test of a set of linear matrix inequalities, which in turn guarantee the absolute stability of the corresponding Lur'e systems whose dimensions are the same as that of a single node. A circle-type criterion in the frequency domain is further presented for checking the stability of the controlled network graphically. Finally, a network of Chua's oscillators is provided as a simulation example to illustrate the effectiveness of the theoretical results. 展开更多
关键词 complex dynamical network Lur'e system pinning control linear matrix inequality
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SYNCHRONIZATION OF SINGULAR MARKOVIAN JUMPING NEUTRAL COMPLEX DYNAMICAL NETWORKS WITH TIME-VARYING DELAYS VIA PINNING CONTROL
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作者 K.S.ANAND J.YOGAMBIGAI +2 位作者 G.A.HARISH BABU M.SYED ALI S.PADMANABHAN 《Acta Mathematica Scientia》 SCIE CSCD 2020年第3期863-886,共24页
This article discusses the synchronization problem of singular neutral complex dynamical networks(SNCDN)with distributed delay and Markovian jump parameters via pinning control.Pinning control strategies are designed ... This article discusses the synchronization problem of singular neutral complex dynamical networks(SNCDN)with distributed delay and Markovian jump parameters via pinning control.Pinning control strategies are designed to make the singular neutral complex networks synchronized.Some delay-dependent synchronization criteria are derived in the form of linear matrix inequalities based on a modified Lyapunov-Krasovskii functional approach.By applying the Lyapunov stability theory,Jensen's inequality,Schur complement,and linear matrix inequality technique,some new delay-dependent conditions are derived to guarantee the stability of the system.Finally,numerical examples are presented to illustrate the effectiveness of the obtained results. 展开更多
关键词 Singular complex networks SYNCHRONIZATION Lyapunov-krasovski method markovian jump pinning control linear matrix inequality
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Exploration on 2D DOA Estimation of Linear Array Motion:Uniform Linear Motion
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作者 Jianhong Chu Zhi Zhang Yu Guo 《China Communications》 SCIE CSCD 2023年第11期78-95,共18页
Generally,due to the limitation of the dimension of the array aperture,linear arrays cannot achieve two-dimensional(2D)direction of arrival(DOA)estimation.But the emergence of array motion provides a chance for that.I... Generally,due to the limitation of the dimension of the array aperture,linear arrays cannot achieve two-dimensional(2D)direction of arrival(DOA)estimation.But the emergence of array motion provides a chance for that.In this paper,a generalized motion scheme and a novel method of 2D DOA estimation are proposed by exploring the linear array motion.To be specific,the linear arrays are controlled to move along an arbitrary direction at a constant velocity and snap per fixed time delay.All the received signals are processed to synthesize the comprehensive observation vector for an extended 2D virtual aperture.Subsequently,since most of 2D DOA estimation methods are not universal to our proposed motion scheme and the reduced-dimensional(RD)method fails to handle the case of the coupled parameters,a decoupled reduced-complexity multiple signals classification(DRC MUSIC)algorithm is designed specifically.Simulation results demonstrate that:a)our proposed scheme can achieve underdetermined 2D DOA estimation just by the linear arrays;b)our designed DRC MUSIC algorithm has the good properties of high accuracy and low complexity;c)our proposed motion scheme with the DRC method has better universality in the motion direction. 展开更多
关键词 2D DOA estimation linear array motion reduced complexity synthetic aperture
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ESTIMATE ON THE BLOCH CONSTANT FOR CERTAIN HARMONIC MAPPINGS UNDER A DIFFERENTIAL OPERATOR 被引量:1
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作者 陈洁玲 刘名生 《Acta Mathematica Scientia》 SCIE CSCD 2024年第1期295-310,共16页
In this paper,we first obtain the precise values of the univalent radius and the Bloch constant for harmonic mappings of the formL(f)=zfz-zfz,where f represents normalized harmonic mappings with bounded dilation.Then,... In this paper,we first obtain the precise values of the univalent radius and the Bloch constant for harmonic mappings of the formL(f)=zfz-zfz,where f represents normalized harmonic mappings with bounded dilation.Then,using these results,we present better estimations for the Bloch constants of certain harmonic mappings L(f),where f is a K-quasiregular harmonic or open harmonic.Finally,we establish three versions of BlochLandau type theorem for biharmonic mappings of the form L(f).These results are sharp in some given cases and improve the related results of earlier authors. 展开更多
关键词 Bloch-Landau type theorem Bloch constant linear complex operator harmonic mapping biharmonic mapping UNIVALENT
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基于视觉自注意力模型与轨迹滤波器的篮球战术识别
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作者 许国良 沈刚 +1 位作者 梁旭鹏 雒江涛 《电子与信息学报》 EI CAS CSCD 北大核心 2024年第2期615-623,共9页
通过机器学习分析球员轨迹数据获得进攻或防守战术,是篮球视频内容理解的关键组成部分。传统机器学习方法需要人为设定特征变量,灵活性大大降低,因此如何自动获取可用于战术识别的特征信息成为关键问题。为此,该文基于美国职业篮球联赛(... 通过机器学习分析球员轨迹数据获得进攻或防守战术,是篮球视频内容理解的关键组成部分。传统机器学习方法需要人为设定特征变量,灵活性大大降低,因此如何自动获取可用于战术识别的特征信息成为关键问题。为此,该文基于美国职业篮球联赛(NBA)比赛中球员轨迹数据设计了一个篮球战术识别模型(TacViT),该模型以视觉自注意力模型(ViT)作为主干网络,利用多头注意力模块提取丰富的全局轨迹特征信息,同时并入轨迹滤波器来加强球场线与球员轨迹之间的特征信息交互,增强球员位置特征表示,其中轨迹滤波器以对数线性复杂度学习频域中的长期空间相关性。该文将运动视觉系统(SportVU)的序列数据转化为轨迹图,自建篮球战术数据集(PlayersTrack),在该数据集上的实验表明,TacViT的准确率达到了82.5%,相对未做更改的视觉自注意力S模型(ViT-S),精度上提升了16.7%。 展开更多
关键词 篮球战术识别 球员轨迹 轨迹滤波器 对数线性复杂度 多头注意力
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基于混合物法则根土复合体本构模型的研究 被引量:1
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作者 蒋希雁 王万梅 +3 位作者 刘杰 刘嘉璐 张喆 阮梦柯 《计算力学学报》 CAS CSCD 北大核心 2024年第2期396-402,共7页
为探究根土复合体的应力-应变关系,将其视为两相体,根系采用线弹性模型,土体采用邓肯-张模型,并考虑根系与土体之间的相对滑移关系,基于混合物法则建立根土复合体本构模型。通过素土与不同含根量的根土复合体三轴压缩试验,得到其应力-... 为探究根土复合体的应力-应变关系,将其视为两相体,根系采用线弹性模型,土体采用邓肯-张模型,并考虑根系与土体之间的相对滑移关系,基于混合物法则建立根土复合体本构模型。通过素土与不同含根量的根土复合体三轴压缩试验,得到其应力-应变关系,通过单根拉伸试验得到根系的弹性模量。结果发现,(1)根土复合体的极限主应力差随含根量的增加先增加后减小,含根量0.3%为最优含根量。(2)单根的直径与抗拉力、抗拉强度符合幂函数关系,与弹性模量符合多项式关系。(3)通过反分析的方法,建立滑移关系,得到模型计算值的应力-应变关系,发现模型计算值与试验值的拟合度(R^(2))为0.96。该研究为根土复合体本构模型的建立提供新思路,并为根土复合体的数值分析提供参数。 展开更多
关键词 根土复合体 本构模型 邓肯-张模型 线弹性模型
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基于CPM的多模式资源约束项目调度建模与复杂度分析
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作者 张利平 高拯 +2 位作者 陈志敏 唐秋华 夏源 《工业工程》 2024年第1期45-53,共9页
为有效降低多模式资源约束项目调度模型的复杂度和解空间,构建3类混合整数线性规划模型。运用紧上界TTUB缩减时间序列T的上界和关键路径法缩减各项活动结束时间的上下界,以降低模型复杂度和解空间。为验证改进模型的有效性,从MRCPSP标... 为有效降低多模式资源约束项目调度模型的复杂度和解空间,构建3类混合整数线性规划模型。运用紧上界TTUB缩减时间序列T的上界和关键路径法缩减各项活动结束时间的上下界,以降低模型复杂度和解空间。为验证改进模型的有效性,从MRCPSP标杆案例库中选取1106组规模不等的算例进行求解。结果表明,基于CPM的多模式资源约束项目调度模型解空间更小;决策变量同比缩小3~65倍,约束数同比缩小1~4倍;平均求解时间同比减少53%~112%,求解性能显著优于其他模型。为验证紧上界T_(TUB)的参数α性能,1106组算例结果表明,α越接近1,模型的复杂度越低,解空间越小。但随着算例规模增加,算例可行解探寻难度增加。因此,对大规模算例,α值应适当放宽。 展开更多
关键词 多模式资源约束项目调度 模型复杂度 解空间 上界 混合整数线性规划模型
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变分量子线性求解算法在高速飞行器定常绕流数值模拟中的应用
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作者 冯亦葳 陈乐宇 +3 位作者 崔富鑫 马腾阳 叶创超 许亮 《气体物理》 2024年第6期1-10,共10页
CFD方法在用于三维大规模复杂流动的空气动力学数值模拟时,面临着计算成本高、模拟时间长等瓶颈问题。近年来,量子计算为航空航天CFD领域带来了新的解决思路,通过利用量子比特的叠加态和纠缠特性,理论上相比于经典计算机能够实现对数级... CFD方法在用于三维大规模复杂流动的空气动力学数值模拟时,面临着计算成本高、模拟时间长等瓶颈问题。近年来,量子计算为航空航天CFD领域带来了新的解决思路,通过利用量子比特的叠加态和纠缠特性,理论上相比于经典计算机能够实现对数级的存储缩减和指数级的效率加速,在处理大规模空气动力学模拟等任务上具有巨大的潜力。聚焦于量子计算技术在航空航天CFD领域的应用探索,针对高速定常流动问题,采用变分量子线性求解器(variational quantum linear solver,VQLS)辅助求解CFD时间离散环节得到的高维线性方程组,进而发展了可以在含噪声中等规模量子(noisy intermediate-scale quantum,NISQ)器件上实现的VQLS-CFD耦合方法。通过三维双椭球模型和探测器火星科学实验室模型的超声速数值模拟测试,验证了VQLS-CFD耦合方法可以实现大规模复杂流动的鲁棒及准确模拟,并产生与试验数据吻合度较高的计算结果,最终获得高可信度的气动预测结果。然而,介绍的量子计算流体力学(quantum computational fluid dynamics,QCFD)方法在计算效率方面尚未达到真正意义上的加速效果,这一现象的突破将依赖量子计算机硬件的持续发展与QCFD算法的不断优化与成熟。 展开更多
关键词 变分量子线性求解器 量子计算 偏微分方程 计算流体力学 三维高速飞行器复杂绕流
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