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Generalized regular points of a C^1 map between Banach spaces
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作者 史平 马吉溥 《Journal of Southeast University(English Edition)》 EI CAS 2007年第1期148-150,共3页
Let f be a C^1 map between two Banach spaces E and F. It has been proved that the concept of generalized regular points of f, which is a generalization of the notion of regular points of f, has some crucial applicatio... Let f be a C^1 map between two Banach spaces E and F. It has been proved that the concept of generalized regular points of f, which is a generalization of the notion of regular points of f, has some crucial applications in nonlinearity and global analysis. We characterize the generalized regular points of f using the three integer-valued (or infinite) indices M(x0), Mc(x0) and Mr(x0) at x0 ∈ E generated by f and by analyzing generalized inverses of bounded linear operators on Banach spaces, that is, iff '(x0) has a generalized inverse in the Banach space B(E, F) of all bounded linear operators on E into F and at least one of the indices M(x0), Mc(x0) and Mr(x0) is finite, then xo is a generalized regular point off if and only if the multi-index (M(x), Me(x), Mr(x)) is continuous at X0. 展开更多
关键词 Banach space bounded linear operator generalized inverse index generalized regular point semi- Fredholm mao
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A remark on regular points of Ricci limit spaces 被引量:1
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作者 Lina CHEN 《Frontiers of Mathematics in China》 SCIE CSCD 2016年第1期21-26,共6页
Let Y be a Gromov-Hausdorff limit of complete Riemannian nmanifolds with Ricci curvature bounded from below. A point in Y is called k-regular, if its tangent is unique and is isometric to a k-dimensional Euclidean spa... Let Y be a Gromov-Hausdorff limit of complete Riemannian nmanifolds with Ricci curvature bounded from below. A point in Y is called k-regular, if its tangent is unique and is isometric to a k-dimensional Euclidean space. By Cheeger-Colding and Colding-Naber, there is k 〉 0 such that the set of all k-regular point :Rk has a full renormalized measure. An open problem is if Rl = 0 for all l 〈 k? The main result in this paper asserts that if R1 ≠ 0, then Y is a one-dimensional topological manifold. Our result improves Honda's result that under the assumption that 1 ≤ dimH(Y) 〈 2. 展开更多
关键词 Ricci curvature regular point Gromov-Hausdorff limit
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Regular-Singular Crossings on Nonlinear Systems with Turning Point
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作者 Zhang Hanlin (Beijing Polytechnic University) Zhang Heping (Beijing Electric Power College) 《Advances in Manufacturing》 SCIE CAS 1998年第3期21-23,共3页
We consider in this paper the boundary value problems of nonlinear systems the form εY″=F(t,Y,Y′,ε), -1<t<1, Y(-1,ε)=A(ε), Y(1,ε)=B(ε). Supoosing some or all of the components of F , that is, ... We consider in this paper the boundary value problems of nonlinear systems the form εY″=F(t,Y,Y′,ε), -1<t<1, Y(-1,ε)=A(ε), Y(1,ε)=B(ε). Supoosing some or all of the components of F , that is, f i satisfy 2 f y′ 2 i t =0 =0, we say that F possesses a generalized turning point at t =0. Our goal is to give sufficient conditions for the existence of solution of the problems and to study the asymptotic behavior of the solution when F possesses a generalized turning point at t =0. We mainly discuss regular singular crossings. 展开更多
关键词 turning point regular singular crossing differential inequality
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FIXED POINTS OF A PAIR OF ASYMPTOTICALLY REGULAR MAPPINGS 被引量:1
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作者 B. K. Sharma B. S. Thakur(School of Studies in Mathematics.Pt. Ravishankar Shukla University. Raipur-492010 India)(Received Nov. 20. 1996. Communicated by Ding Xieping) 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1997年第8期771-778,共8页
In this paper some theorems on fixed points of pair of asymptotically regularmappings in p-uniformly convex Banach space are proved For these mappings somefixed point theorems in a Hilbert space.in Lp spaces in Hardy ... In this paper some theorems on fixed points of pair of asymptotically regularmappings in p-uniformly convex Banach space are proved For these mappings somefixed point theorems in a Hilbert space.in Lp spaces in Hardy spaces Hp and in Sobolev spaces Hpk for 1<P<+∞ and K>0 are also established.Thus resultsof Gornicki Kruppel and others are extended. 展开更多
关键词 asymptotically regular mappings p-uniformly convex Banach space asymptotic center fixed points
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HAMILTON-JACOBI EQUATIONS FOR A REGULAR CONTROLLED HAMILTONIAN SYSTEM AND ITS REDUCED SYSTEMS 被引量:1
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作者 王红 《Acta Mathematica Scientia》 SCIE CSCD 2023年第2期855-906,共52页
In this paper,we give the geometric constraint conditions of a canonical symplectic form and regular reduced symplectic forms for the dynamical vector fields of a regular controlled Hamiltonian(RCH)system and its regu... In this paper,we give the geometric constraint conditions of a canonical symplectic form and regular reduced symplectic forms for the dynamical vector fields of a regular controlled Hamiltonian(RCH)system and its regular reduced systems,which are called the Type I and Type II Hamilton-Jacobi equations.First,we prove two types of Hamilton-Jacobi theorems for an RCH system on the cotangent bundle of a configuration manifold by using the canonical symplectic form and its dynamical vector field.Second,we generalize the above results for a regular reducible RCH system with symmetry and a momentum map,and derive precisely two types of Hamilton-Jacobi equations for the regular point reduced RCH system and the regular orbit reduced RCH system.Third,we prove that the RCH-equivalence for the RCH system,and the RpCH-equivalence and RoCH-equivalence for the regular reducible RCH systems with symmetries,leave the solutions of corresponding Hamilton-Jacobi equations invariant.Finally,as an application of the theoretical results,we show the Type I and Type II Hamilton-Jacobi equations for the Rp-reduced controlled rigid body-rotor system and the Rp-reduced controlled heavy top-rotor system on the generalizations of the rotation group SO(3)and the Euclidean group SE(3),respectively.This work reveals the deeply internal relationships of the geometrical structures of phase spaces,the dynamical vector fields and the controls of the RCH system. 展开更多
关键词 regular controlled Hamiltonian system Hamilton-Jacobi equation regular point reduction regular orbit reduction RCH-equivalence
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Robust elastic impedance inversion using L1-norm misfit function and constraint regularization
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作者 潘新朋 张广智 +3 位作者 宋佳杰 张佳佳 王保丽 印兴耀 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第1期227-235,共9页
The classical elastic impedance (EI) inversion method, however, is based on the L2-norm misfit function and considerably sensitive to outliers, assuming the noise of the seismic data to be the Guassian-distribution.... The classical elastic impedance (EI) inversion method, however, is based on the L2-norm misfit function and considerably sensitive to outliers, assuming the noise of the seismic data to be the Guassian-distribution. So we have developed a more robust elastic impedance inversion based on the Ll-norm misfit function, and the noise is assumed to be non-Gaussian. Meanwhile, some regularization methods including the sparse constraint regularization and elastic impedance point constraint regularization are incorporated to improve the ill-posed characteristics of the seismic inversion problem. Firstly, we create the Ll-norm misfit objective function of pre-stack inversion problem based on the Bayesian scheme within the sparse constraint regularization and elastic impedance point constraint regularization. And then, we obtain more robust elastic impedances of different angles which are less sensitive to outliers in seismic data by using the IRLS strategy. Finally, we extract the P-wave and S-wave velocity and density by using the more stable parameter extraction method. Tests on synthetic data show that the P-wave and S-wave velocity and density parameters are still estimated reasonable with moderate noise. A test on the real data set shows that compared to the results of the classical elastic impedance inversion method, the estimated results using the proposed method can get better lateral continuity and more distinct show of the gas, verifying the feasibility and stability of the method. 展开更多
关键词 elastic impedance (EI) inversion Ll-norm misfit function sparse constraint regularization elastic impedance point constraint regularization IRLS strategy
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A Fixed Point Method for Convex Systems
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作者 Morteza Kimiaei Farzad Rahpeymaii 《Applied Mathematics》 2012年第10期1327-1333,共7页
We present a new fixed point technique to solve a system of convex equations in several variables. Our approach is based on two powerful algorithmic ideas: operator-splitting and steepest descent direction. The quadra... We present a new fixed point technique to solve a system of convex equations in several variables. Our approach is based on two powerful algorithmic ideas: operator-splitting and steepest descent direction. The quadratic convergence of the proposed approach is established under some reasonable conditions. Preliminary numerical results are also reported. 展开更多
关键词 CONVEX EQUATIONS Least SQUARES -regularization Problems Fixed point Quadratically CONVERGENCE
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ON THE EXISTENCE OF COMMON FIXED POINTS FOR A PAIR OF LIPSCHITZIAN MAPPINGS IN BANACH SPACES
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作者 曾六川 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2003年第3期344-354,共11页
The existence of common fixed points for a pair of Lipschitzian mappings in Banach spaces is proved. By using this result, some common fixed point theorems are also established for these mappings in Hilbert spaces, in... The existence of common fixed points for a pair of Lipschitzian mappings in Banach spaces is proved. By using this result, some common fixed point theorems are also established for these mappings in Hilbert spaces, in L p spaces, in Hardy spaces H p, and in Sobolev spaces H r,p , for 1<p<+∞ and r≥0. 展开更多
关键词 asymptotic regularity common fixed point Lipschitzian mapping p- uniformly convex Banach space weak ω-limit set
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Accelerated RHSS Iteration Method for Stabilized Saddle-Point Problems
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作者 Zhenghui Song Pingping Zhang 《Journal of Applied Mathematics and Physics》 2022年第4期1019-1027,共9页
For stabilized saddle-point problems, we apply the two iteration parameters idea for regularized Hermitian and skew-Hermitian splitting (RHSS) method and establish accelerated RHSS (ARHSS) iteration method. Theoretica... For stabilized saddle-point problems, we apply the two iteration parameters idea for regularized Hermitian and skew-Hermitian splitting (RHSS) method and establish accelerated RHSS (ARHSS) iteration method. Theoretical analysis shows that the ARHSS method converges unconditionally to the unique solution of the saddle point problem. Finally, we use a numerical example to confirm the effectiveness of the method. 展开更多
关键词 Stabilized Saddle-point Problems regularized Hermitian and Skew-Hermitian Splitting Iteration Parameters Convergence Property
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Delight and Frustration with Number “Seven” in Plane Geometry and the Regular Heptagon
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作者 A. Wünsche 《Advances in Pure Mathematics》 2021年第1期63-100,共38页
As starting point for patterns with seven-fold symmetry, we investigate the basic possibility to construct the regular heptagon by bicompasses and ruler. To cover the whole plane with elements of sevenfold symmetry is... As starting point for patterns with seven-fold symmetry, we investigate the basic possibility to construct the regular heptagon by bicompasses and ruler. To cover the whole plane with elements of sevenfold symmetry is only possible by overlaps and (or) gaps between the building stones. Resecting small parts of overlaps and filling gaps between the heptagons, one may come to simple parqueting with only a few kinds of basic tiles related to sevenfold symmetry. This is appropriate for parqueting with a center of seven-fold symmetry that is illustrated by figures. Choosing from the basic patterns with sevenfold symmetry small parts as elementary stripes or elementary cells, one may form by their discrete translation in one or two different directions periodic bordures or tessellation of the whole plane but the sevenfold point-group symmetry of the whole plane is then lost and there remains only such symmetry in small neighborhoods around one or more centers. From periodic tiling, we make the transition to aperiodic tiling of the plane. This is analogous to Penrose tiling which is mostly demonstrated with basic elements of fivefold symmetry and we show that this is also possible with elements of sevenfold symmetry. The two possible regular star-heptagons and a semi-regular star-heptagon play here a basic role. 展开更多
关键词 Bicompasses and Ruler Construction regular Heptagon regular and Semi-regular Star-Heptagons point-Group Symmetry C7 and C7v Parqueting Tiling Tessellation Penrose Tiles Symmetry and Antisymmetry Magnetic and Non-Magnetic Classes Time Inversion Color Groups
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利用点电流源和Tikhonov正则化的潜艇稳恒电场反演方法
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作者 张建春 刘春阳 赵玉龙 《国防科技大学学报》 EI CAS CSCD 北大核心 2024年第4期212-221,共10页
为了评估潜艇水下腐蚀相关稳恒电场分布特性,从潜艇水下腐蚀相关稳恒电场产生机理出发,基于等效点电流源建立潜艇水下腐蚀相关稳恒电场正演模型,并利用Tikhonov正则化根据已知电场数据求解等效点电流源电流强度,对潜艇周围海水空间的腐... 为了评估潜艇水下腐蚀相关稳恒电场分布特性,从潜艇水下腐蚀相关稳恒电场产生机理出发,基于等效点电流源建立潜艇水下腐蚀相关稳恒电场正演模型,并利用Tikhonov正则化根据已知电场数据求解等效点电流源电流强度,对潜艇周围海水空间的腐蚀相关稳恒电场进行推算。将某型潜艇的COMSOL软件仿真结果作为模拟试验数据,对所提方法有效性进行验证。结果表明:由水深38 m电场值向水深42.5 m和水深33.5 m进行反演时,相对均方根误差、最大值相对误差、峰峰值相对误差均不超过0.06;由较近平面向较远平面进行反演时,即使推算深度达到45 m,相对均方根误差仍然在0.21以内;噪声标准差为实际电场最大值的0.1倍时,反演误差仍然小于0.1。该算法抗噪声能力强,精度较高,能较好地用于工程实践。 展开更多
关键词 潜艇电场 反演 点电流源 TIKHONOV正则化
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轻质烷烃混合流体固液平衡状态预测与致密化规律
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作者 刘柏文 王磊 +3 位作者 上官石 厉彦忠 谢福寿 马原 《低温工程》 CAS CSCD 北大核心 2024年第5期67-72,86,共7页
对比分析了多种轻质烷烃类混合流体凝固温度预测模型,发现正规溶液模型具有较高精度。采用该模型分别针对甲烷-乙烷、甲烷-丙烷二元混合流体的凝固温度及密度提升率开展了仿真分析。结果表明,对甲烷-乙烷体系,当甲烷摩尔含量为0.72时,... 对比分析了多种轻质烷烃类混合流体凝固温度预测模型,发现正规溶液模型具有较高精度。采用该模型分别针对甲烷-乙烷、甲烷-丙烷二元混合流体的凝固温度及密度提升率开展了仿真分析。结果表明,对甲烷-乙烷体系,当甲烷摩尔含量为0.72时,体系达到最低凝固点,温度约72.90 K,相较于三相点纯甲烷,密度提升率为21.62%;对甲烷-丙烷体系,最低凝固温度存在于甲烷含量为0.66时,凝固温度为71.55 K,密度提升率34.48%。采用理想溶液模型预估了甲烷-乙烷-丙烷三元体系的混合特征。结果发现,当混合比为0.63∶0.17∶0.20时,凝固温度降至63.11 K,甲烷推进剂过冷潜能进一步提高。提供了3种混合流体相图,为液甲烷推进剂过冷制备、深度致密化提供了理论支撑。 展开更多
关键词 固液相平衡 共晶点 致密化 正规溶液模型
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基于自适应平滑度策略的三维模型分类神经架构搜索
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作者 周鹏 杨军 《智能科学与技术学报》 CSCD 2024年第2期272-280,共9页
针对人工设计三维模型分类网络架构过度依赖专家经验且泛化能力较差的问题,提出了一种自适应平滑度策略的神经架构搜索方法。首先,使用改进候选操作选择策略和连续松弛化方法将离散的搜索空间连续化,并利用权重共享机制提高搜索效率。其... 针对人工设计三维模型分类网络架构过度依赖专家经验且泛化能力较差的问题,提出了一种自适应平滑度策略的神经架构搜索方法。首先,使用改进候选操作选择策略和连续松弛化方法将离散的搜索空间连续化,并利用权重共享机制提高搜索效率。其次,在损失函数中添加自适应平滑度策略的正则化,由温度参数控制损失函数的平滑程度。最后,使用指数归一化方法计算损失函数,以避免损失值溢出。在三维点云数据集和蛋白质间相互作用数据集上的实验结果表明,在相同的训练样本和迭代次数下,自适应平滑度策略的神经架构搜索方法的分类准确率更高,性能更稳定。 展开更多
关键词 正则化 神经架构搜索 搜索空间 点云 分类
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基于改进DBSCAN的星载激光雷达数据多尺度滤波研究
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作者 钱政 毛志华 姚宝恒 《激光杂志》 CAS 北大核心 2024年第4期154-158,共5页
星载激光雷达数据滤波过程易受复杂背景、粗差点、噪声点等问题的干扰,导致滤波效果大幅度下降,所以研究基于改进DBSCAN的星载激光雷达数据多尺度滤波方法。采用改进DBSCAN算法对星载激光雷达数据做聚类处理,并标记噪声点,通过半球形邻... 星载激光雷达数据滤波过程易受复杂背景、粗差点、噪声点等问题的干扰,导致滤波效果大幅度下降,所以研究基于改进DBSCAN的星载激光雷达数据多尺度滤波方法。采用改进DBSCAN算法对星载激光雷达数据做聚类处理,并标记噪声点,通过半球形邻域算法提取点云数据特征。根据提取到的点云数据特征构建规则格网,通过格网的多路径效应剔除点云数据中的粗差点与噪声点,完成星载激光雷达数据多尺度滤波。实验结果表明,所提方法的星载激光雷达数据多尺度滤波误差较低、滤波效果好,实际应用价值较高。 展开更多
关键词 改进DBSCAN 星载激光雷达 多尺度滤波 半球形邻域算法 规则格网 粗差点 噪声点
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浅析《针灸资生经》治疗鼻部疾病的规律特点
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作者 夏帆 陈小华 明康文 《浙江中医药大学学报》 CAS 2024年第8期986-990,共5页
[目的]探讨《针灸资生经》治疗鼻部疾病的规律特点。[方法]通过梳理《针灸资生经》鼻部疾病的相关条文,系统整理归纳治疗鼻部疾病的腧穴数量、归经、特定穴属性及分布规律,并剖析鼻部疾病的病因病机、治法特点及作者经验。[结果]《针灸... [目的]探讨《针灸资生经》治疗鼻部疾病的规律特点。[方法]通过梳理《针灸资生经》鼻部疾病的相关条文,系统整理归纳治疗鼻部疾病的腧穴数量、归经、特定穴属性及分布规律,并剖析鼻部疾病的病因病机、治法特点及作者经验。[结果]《针灸资生经》中治疗鼻部疾病共涉及66个腧穴,穴位总频次为153次。腧穴使用频率前3名分别是风门、口禾髎、龈交,应用最多的前3条经脉依次为足太阳膀胱经、督脉和手阳明大肠经,特定穴以交会穴和五腧穴占比最多,且集中分布在头部和四肢部。鼻部疾病基本病机归结为正气亏虚、邪恋标实,强调治疗应以通为用,即通阳气以养心神、畅气机以通鼻窍、温经穴以调气血3个方面,并善用验方和医案增加真实性。[结论]《针灸资生经》反映了王执中治疗鼻部疾病的诊疗特色,体现出以通为用的学术思想。总结该书治疗鼻部疾病的规律特点,可为临床治疗鼻部疾病提供新的思路和方法。 展开更多
关键词 《针灸资生经》 王执中 鼻部疾病 规律特点 阳经 特定穴 以通为用 浙派中医
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基于Lie群表示的保体积2D-3D点集配准算法
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作者 喻莹 蔡晨炜 +1 位作者 应时辉 李策 《兰州理工大学学报》 CAS 北大核心 2024年第3期90-97,共8页
2D-3D点集配准的目标是寻找三维原始点集与二维目标投影点集之间的对应关系和最优变换.为了给出配准问题的解析解,避免投影引起的体积退化,提出基于Lie群表示的保体积2D-3D点集配准算法.首先,考虑投影矩阵和旋转矩阵的非交换性,引入Lie... 2D-3D点集配准的目标是寻找三维原始点集与二维目标投影点集之间的对应关系和最优变换.为了给出配准问题的解析解,避免投影引起的体积退化,提出基于Lie群表示的保体积2D-3D点集配准算法.首先,考虑投影矩阵和旋转矩阵的非交换性,引入Lie群表示,将配准问题形式化为一个Lie群优化问题.利用局部线性化方法,将Lie群优化问题转化为一个可计算的二次规划问题.其次,为了避免体积退化,考虑约束变换后的三维点集的投影与二维目标点集的投影具有相同的体积.为便于计算,引入Jensen-Bregman LogDet散度作为保体积正则项,将计算点集的体积差异转化为计算协方差矩阵之间的差异.然后,通过交替求解对应关系和最优变换,形成完整且可解的迭代策略.最后,在两个经典数据集上进行对比实验和消融实验,验证了该算法的精确性和有效性. 展开更多
关键词 2D-3D点集配准 LIE群 保体积正则 二次规划
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基于正则化SVD算法的660MW机组煤粉加热炉炉膛三维温度场重建
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作者 陈鹏 邢军 孙黎君 《工业加热》 CAS 2024年第5期58-63,共6页
针对现有加热炉炉膛内三维温度场重建方法存在的重建误差较大、重建消耗时间较长的问题,提出基于正则化SVD算法的660MW机组煤粉加热炉炉膛三维温度场重建方法。根据人眼视觉二维图像特征点提取原理,提取温度场立体图像特征点;利用小波... 针对现有加热炉炉膛内三维温度场重建方法存在的重建误差较大、重建消耗时间较长的问题,提出基于正则化SVD算法的660MW机组煤粉加热炉炉膛三维温度场重建方法。根据人眼视觉二维图像特征点提取原理,提取温度场立体图像特征点;利用小波变换方法计算子线段端点,获取特征点匹配结果;通过声学测温方法以及射线成像理论,重建声波传播速度分布形式,凭借正则化SVD算法构建声学测量系统模型,对声波飞行值进行修正,结合特征点匹配结果和对称轴,得到实现660MW机组煤粉加热炉炉膛三维温度场重建。实验结果表明,所提方法的最低AER、MER、RMSE分别为4.11、0.98、1.21,重建时间始终保持在0.6s以内,重建误差较小、重建消耗时间较短,抗噪声能力强,温度场重建效果好。 展开更多
关键词 燃烧温度 正则化SVD算法 特征点提取 三维温度场重建 小波变换
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针灸治疗急性肾绞痛临床选穴组方规律研究
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作者 戴文祥 陈少宗 《广州中医药大学学报》 CAS 2024年第7期1820-1826,共7页
【目的】通过数据挖掘技术分析临床针灸治疗急性肾绞痛选穴组方的规律。【方法】检索中国知网期刊全文数据库(CNKI)、万方学术期刊全文数据库(Wanfang)、维普中文科技期刊数据库(VIP)、PubMed数据库已经公开发表并收录的关于针灸治疗急... 【目的】通过数据挖掘技术分析临床针灸治疗急性肾绞痛选穴组方的规律。【方法】检索中国知网期刊全文数据库(CNKI)、万方学术期刊全文数据库(Wanfang)、维普中文科技期刊数据库(VIP)、PubMed数据库已经公开发表并收录的关于针灸治疗急性肾绞痛的临床文献,通过严格筛选,采用Microsoft Excel、SPSS 26.0、IBM SPSS Modeler 15.0软件以及其中的Apriori算法对纳入文献进行信息挖掘与分析。【结果】纳入110篇关于针灸治疗急性肾绞痛的临床文献,统计针灸处方共110条,涉及使用腧穴共59个,其中,肾俞、阿是穴和三阴交的使用频次最高;常用经脉为足太阳膀胱经、足太阴脾经、足阳明胃经;腧穴主要分布在下肢与腰背部;从选用穴位类型来看,五输穴、背俞穴、下合穴为首选;双穴组合配伍中,肾俞、阿是穴组合支持度最高;三穴组合配伍中,肾俞、三阴交、阿是穴组合支持度最高;核心腧穴组合是肾俞与阿是穴组合。【结论】针灸治疗急性肾绞痛的腧穴选择和组方是有规律可循的,所总结的选穴和组方规律能够为其临床治疗和科学研究提供参考。 展开更多
关键词 针灸 急性肾绞痛 选穴规律 组方规律 数据挖掘 肾俞 阿是穴
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基于机载LiDAR点云数据的建筑物三维模型重建方法
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作者 王春燕 郭相相 魏军 《测绘与空间地理信息》 2024年第10期204-206,211,215,共5页
以机载LiDAR点云数据为研究对象,提出一套建筑物三维模型重建方法。首先使用渐进三角网滤波算法分类地面点与非地面点,通过训练完成的随机森林模型完成建筑物点云提取;其次将方向作为约束条件,使用随机抽样一致(Random Sample Consensus... 以机载LiDAR点云数据为研究对象,提出一套建筑物三维模型重建方法。首先使用渐进三角网滤波算法分类地面点与非地面点,通过训练完成的随机森林模型完成建筑物点云提取;其次将方向作为约束条件,使用随机抽样一致(Random Sample Consensus,RANSAC)算法完成建筑物轮廓线提取并获取屋顶关键点信息;最后使用SharpGL工具包,以建筑物轮廓线与屋顶关键点信息为框架重建建筑物三维模型。以实测机载LiDAR点云数据为例进行实验,结果表明,本文方法能够提取得到完整的建筑物轮廓信息,并具有较高的建筑物模型重建精度。 展开更多
关键词 机载LiDAR点云数据 建筑物轮廓线 点云分类 规则化处理 大比例尺 三维重建
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一类二次矩阵方程的解
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作者 刘乙 关晋瑞 《唐山师范学院学报》 2024年第6期9-12,共4页
对一类源于马尔可夫链的带噪Wiener-Hopf问题的二次矩阵方程进行了研究,证明了当方程中的系数矩阵是正则M-矩阵时,方程仍然存在M-矩阵解,并通过几个数值例子对理论结果进行了验证。
关键词 二次矩阵方程 正则M-矩阵 最小非负解 不动点迭代法
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