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Constructive Approximation by Superposition of Sigmoidal Functions 被引量:2
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作者 Danilo Costarelli Renato Spigler 《Analysis in Theory and Applications》 2013年第2期169-196,共28页
In this paper, a constructive theory is developed for approximating func- tions of one or more variables by superposition of sigmoidal functions. This is done in the uniform norm as well as in the L^p norm. Results fo... In this paper, a constructive theory is developed for approximating func- tions of one or more variables by superposition of sigmoidal functions. This is done in the uniform norm as well as in the L^p norm. Results for the simultaneous approx- imation, with the same order of accuracy, of a function and its derivatives (whenever these exist), are obtained. The relation with neural networks and radial basis func- tions approximations is discussed. Numerical examples are given for the purpose of illustration. 展开更多
关键词 Sigmoidal functions multivariate approximation L^p approximation neural net-works radial basis functions.
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SUPER EFFICIENCY IN THE NEARLY CONE-SUBCONVEXLIKE VECTOR OPTIMIZATION WITH SET-VALUED FUNCTIONS 被引量:14
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作者 徐义红 刘三阳 《Acta Mathematica Scientia》 SCIE CSCD 2005年第1期152-160,共9页
Some properties for convex cones are discussed, which are used to obtain an equivalent condition and another important property for nearly cone-subconvexlike set-valued functions. Under the nearly cone-subconvexlikene... Some properties for convex cones are discussed, which are used to obtain an equivalent condition and another important property for nearly cone-subconvexlike set-valued functions. Under the nearly cone-subconvexlikeness, some characterizations of the super efficiency are given in terms of scalarization and Lagrangian multipliers. Related results are generalized. 展开更多
关键词 Nearly cone-subconvexlikeness convex cones super efficiency SCALARIZATION Lagrangian multipliers
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The Role of Potential Structure in Excitation Functions of Synthesizing Superheavy Nuclei
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作者 JIA Fei HUANG Tian-Heng +3 位作者 XU Hu-Shan LI Jun-Qing WANG Nan W. Scheid 《Communications in Theoretical Physics》 SCIE CAS CSCD 2007年第4X期713-716,共4页
The excitation functions of two very similar reaction channels, 58Fe+ 208pb→ 265Hs + 1n and 58Fe+ 209Bi → 266Mt +1n are studied in the framework of the dinuclear system conception. The fusion probabilities are f... The excitation functions of two very similar reaction channels, 58Fe+ 208pb→ 265Hs + 1n and 58Fe+ 209Bi → 266Mt +1n are studied in the framework of the dinuclear system conception. The fusion probabilities are found to be strongly subject to the structure of the driving potential. Usually the fusion probability is hindered by a barrier from the injection channel towards the compound nuclear configuration. The barrier towards the mass symmetrical direction, however, also plays an important role for the fusion probability, because the barrier hinders the quasi-fission, and therefore helps fusion. 展开更多
关键词 superheavy nuclei driving potential excitation function
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Boundary Correlation Functions of the gl(1|1) Supersymmetric Vertex Model
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作者 ZHANG Chen-Jun ZHOU Jian-Hua YUE Rui-Hong 《Communications in Theoretical Physics》 SCIE CAS CSCD 2008年第7期17-22,共6页
The gl(1/1) supersymmetric vertex model with domain wall boundary conditions (DWBC) on an N × N square lattice is considered. We derive the reduction formulae for the one-point boundary correlation functions ... The gl(1/1) supersymmetric vertex model with domain wall boundary conditions (DWBC) on an N × N square lattice is considered. We derive the reduction formulae for the one-point boundary correlation functions of the model. The determinant representation for the boundary correlation functions is also obtained. 展开更多
关键词 domain wall boundary conditions partition function boundary correlation function
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Wormhole Wave Functions in the Superstring Theory
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作者 WANG Wenfu 《Chinese Physics Letters》 SCIE CAS CSCD 1993年第11期702-704,共3页
We consider the dynamics of the Robertson-Walker geometry using the point-like field-theory effective action of superstrings.The exact solutions have been found for corresponding Wheeler-DeWitt equation.These solution... We consider the dynamics of the Robertson-Walker geometry using the point-like field-theory effective action of superstrings.The exact solutions have been found for corresponding Wheeler-DeWitt equation.These solutions satisfy the needs of Hawking's and Kim’s boundary conditions for the wormhole wave function.Thus they can provide a quantum-mechanical description of wormholes in the superstring theory. 展开更多
关键词 equation. function. theory.
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Certain Subclasses of Bi-univalent Functions Associated with(u,v)-Chebyshev Polynomials
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作者 Timilehin Gideon Shaba Sibel Yalcin +1 位作者 Gangadharan Murugusundaramoorthy Maslina Darus 《Applied Mathematics(A Journal of Chinese Universities)》 2025年第2期429-442,共14页
For the new subclass B of the bi-univalent functions constructed with the help of the(u,v)-Chebyshev polynomials of the second type,we get estimates for the first two initial coefficients and upper bounds of the Feket... For the new subclass B of the bi-univalent functions constructed with the help of the(u,v)-Chebyshev polynomials of the second type,we get estimates for the first two initial coefficients and upper bounds of the Fekete-Szeg o functional. 展开更多
关键词 univalent functions Fekete-Szeg˝o inequalities analytic functions starlike and convex functions of some order bi-univalent functions coefficient bounds SUBORDINATION
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Multi-Constraint Generative Adversarial Network-Driven Optimization Method for Super-Resolution Reconstruction of Remote Sensing Images
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作者 Binghong Zhang Jialing Zhou +3 位作者 Xinye Zhou Jia Zhao Jinchun Zhu Guangpeng Fan 《Computers, Materials & Continua》 2026年第1期779-796,共18页
Remote sensing image super-resolution technology is pivotal for enhancing image quality in critical applications including environmental monitoring,urban planning,and disaster assessment.However,traditional methods ex... Remote sensing image super-resolution technology is pivotal for enhancing image quality in critical applications including environmental monitoring,urban planning,and disaster assessment.However,traditional methods exhibit deficiencies in detail recovery and noise suppression,particularly when processing complex landscapes(e.g.,forests,farmlands),leading to artifacts and spectral distortions that limit practical utility.To address this,we propose an enhanced Super-Resolution Generative Adversarial Network(SRGAN)framework featuring three key innovations:(1)Replacement of L1/L2 loss with a robust Charbonnier loss to suppress noise while preserving edge details via adaptive gradient balancing;(2)A multi-loss joint optimization strategy dynamically weighting Charbonnier loss(β=0.5),Visual Geometry Group(VGG)perceptual loss(α=1),and adversarial loss(γ=0.1)to synergize pixel-level accuracy and perceptual quality;(3)A multi-scale residual network(MSRN)capturing cross-scale texture features(e.g.,forest canopies,mountain contours).Validated on Sentinel-2(10 m)and SPOT-6/7(2.5 m)datasets covering 904 km2 in Motuo County,Xizang,our method outperforms the SRGAN baseline(SR4RS)with Peak Signal-to-Noise Ratio(PSNR)gains of 0.29 dB and Structural Similarity Index(SSIM)improvements of 3.08%on forest imagery.Visual comparisons confirm enhanced texture continuity despite marginal Learned Perceptual Image Patch Similarity(LPIPS)increases.The method significantly improves noise robustness and edge retention in complex geomorphology,demonstrating 18%faster response in forest fire early warning and providing high-resolution support for agricultural/urban monitoring.Future work will integrate spectral constraints and lightweight architectures. 展开更多
关键词 Charbonnier loss function deep learning generative adversarial network perceptual loss remote sensing image super-resolution
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Magnetic resonance imaging tracing of superparamagnetic iron oxide nanoparticle-labeled mesenchymal stromal cells for repairing spinal cord injury
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作者 Xiaoli Mai Yuanyuan Xie +12 位作者 Zhichong Wu Junting Zou Jiacheng Du Yunpeng Shen Hao Liu Bo Chen Mengxia Zhu Jiong Shi Yang Chen Bing Zhang Zezhang Zhu Bin Wang Ning Gu 《Neural Regeneration Research》 2026年第5期2031-2039,共9页
Mesenchymal stromal cell transplantation is an effective and promising approach for treating various systemic and diffuse diseases.However,the biological characteristics of transplanted mesenchymal stromal cells in hu... Mesenchymal stromal cell transplantation is an effective and promising approach for treating various systemic and diffuse diseases.However,the biological characteristics of transplanted mesenchymal stromal cells in humans remain unclear,including cell viability,distribution,migration,and fate.Conventional cell tracing methods cannot be used in the clinic.The use of superparamagnetic iron oxide nanoparticles as contrast agents allows for the observation of transplanted cells using magnetic resonance imaging.In 2016,the National Medical Products Administration of China approved a new superparamagnetic iron oxide nanoparticle,Ruicun,for use as a contrast agent in clinical trials.In the present study,an acute hemi-transection spinal cord injury model was established in beagle dogs.The injury was then treated by transplantation of Ruicun-labeled mesenchymal stromal cells.The results indicated that Ruicunlabeled mesenchymal stromal cells repaired damaged spinal cord fibers and partially restored neurological function in animals with acute spinal cord injury.T2*-weighted imaging revealed low signal areas on both sides of the injured spinal cord.The results of quantitative susceptibility mapping with ultrashort echo time sequences indicated that Ruicun-labeled mesenchymal stromal cells persisted stably within the injured spinal cord for over 4 weeks.These findings suggest that magnetic resonance imaging has the potential to effectively track the migration of Ruicun-labeled mesenchymal stromal cells and assess their ability to repair spinal cord injury. 展开更多
关键词 acute spinal cord injury diffusion tensor imaging dynamic migration mesenchymal stromal cells neural function neuronal regeneration quantitative susceptibility mapping repairability ruicun superparamagnetic iron oxide nanoparticle
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The Analysis of Gauss Radial Basis Functions and Its Application in Locating Olivine on the Moon
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作者 SONG Shicang SONG Xiaoyuan SONG Shuhan 《应用数学》 北大核心 2026年第1期173-181,共9页
Gauss radial basis functions(GRBF)are frequently employed in data fitting and machine learning.Their linear independence property can theoretically guarantee the avoidance of data redundancy.In this paper,one of the m... Gauss radial basis functions(GRBF)are frequently employed in data fitting and machine learning.Their linear independence property can theoretically guarantee the avoidance of data redundancy.In this paper,one of the main contributions is proving this property using linear algebra instead of profound knowledge.This makes it easy to read and understand this fundamental fact.The proof of linear independence of a set of Gauss functions relies on the constructing method for one-dimensional space and on the deducing method for higher dimensions.Additionally,under the condition of preserving the same moments between the original function and interpolating function,both the interpolating existence and uniqueness are proven for GRBF in one-dimensional space.The final work demonstrates the application of the GRBF method to locate lunar olivine.By combining preprocessed data using GRBF with the removing envelope curve method,a program is created to find the position of lunar olivine based on spectrum data,and the numerical experiment shows that it is an effective scheme. 展开更多
关键词 Gauss function Radial basis function Machine learning Lunar olivine locating Data fitting
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Super absorbent fiber: 200:1 water absorption ratio
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作者 Zhao Xinhua 《China Textile》 2025年第3期19-19,共1页
In today's era of continuous advancement in materials science,the properties of materials are constantly being enhanced,and their application fields are also expanding continuously.SAF(Super Absorbent Fiber),one s... In today's era of continuous advancement in materials science,the properties of materials are constantly being enhanced,and their application fields are also expanding continuously.SAF(Super Absorbent Fiber),one such material,stands out.Compared to traditional SAP(Super Absorbent Polymer),SAF boasts a unique fibrous form and exceptional performance,presenting broad application prospects. 展开更多
关键词 materials science fibrous form super absorbent fiber sap super absorbent polymer saf super absorbent polymer performance absorbent fiber one water absorption ratio
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Improved Bound of the Fourth Hankel Determinant for a Class of Analytic Functions with Bounded Turnings Involving Cardioid Domain
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作者 Dong GUO Huo TANG +1 位作者 Xi LUO Zongtao LI 《Journal of Mathematical Research with Applications》 2025年第1期39-55,共17页
In the paper,a class of functions with bounded turnings involving cardioid domain,are studied in the region of the unit disc.The bounds of|a_(5)|,|a_(6)|,|a_(7)|and the fourth Hankel determinant are obtained,which are... In the paper,a class of functions with bounded turnings involving cardioid domain,are studied in the region of the unit disc.The bounds of|a_(5)|,|a_(6)|,|a_(7)|and the fourth Hankel determinant are obtained,which are more accurate than those obtained by Srivastava. 展开更多
关键词 analytic functions starlike functions convex functions Schwarz function cardioid domain Hankel determinant
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基于BlendMask与改进Super4PCS的物体位姿估计方法
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作者 郑银环 张帅彬 +1 位作者 吴飞 陈恩杰 《合肥工业大学学报(自然科学版)》 北大核心 2025年第1期10-18,58,共10页
针对工业上常见的散乱堆叠工件的位姿估计和无序分拣问题,文章提出一种基于BlendMask实例分割算法与改进Super 4PCS(super 4-points congruent sets)点云配准算法的物体位姿估计方法。利用BlendMask实例分割算法分割目标工件并构建工件... 针对工业上常见的散乱堆叠工件的位姿估计和无序分拣问题,文章提出一种基于BlendMask实例分割算法与改进Super 4PCS(super 4-points congruent sets)点云配准算法的物体位姿估计方法。利用BlendMask实例分割算法分割目标工件并构建工件表面点云;定义抓取分数选择最上层工件作为抓取对象,实现机器人自上而下抓取;针对不同形状的目标工件,基于相似匹配度函数选择模板点云;融合Super 4PCS与正态分布转换(normal distributions transform,NDT)算法完成目标点云和模板点云在低重合率情况下的精确配准,获取目标工件的抓取位姿;并针对Super 4PCS算法粗配准时速度较慢的问题,通过对体素滤波后的目标点云和模板点云提取3D内部形状描述子(intrinsic shape signatures,ISS)作为点云配准算法的输入点集来提高算法的配准速度。点云配准实验和机器人无序分拣实验结果表明,文章提出的物体位姿估计方法可以快速、准确地完成目标工件的位姿估计和无序分拣任务,配准算法均方根误差(root mean square error,RMSE)小于3.8 mm,位姿估计所需时间小于5.8 s,性能满足实际应用要求。 展开更多
关键词 散乱堆叠工件 位姿估计 无序分拣 BlendMask实例分割算法 super 4PCS算法 点云配准
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基于改进Super-Twisting滑模观测器的永磁同步电机无传感器控制 被引量:5
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作者 王涛 黄景春 +1 位作者 周行之 金靖 《西南交通大学学报》 北大核心 2025年第2期445-453,共9页
在无传感器控制宽调速范围内,传统super-twisting二阶滑模观测器算法在永磁同步电机中存在转子位置估计误差随速度变化而发生抖动的问题.为减小转子位置估计误差并提升电机调速控制性能,本文基于双曲函数提出一种改进的滑模观测器,并设... 在无传感器控制宽调速范围内,传统super-twisting二阶滑模观测器算法在永磁同步电机中存在转子位置估计误差随速度变化而发生抖动的问题.为减小转子位置估计误差并提升电机调速控制性能,本文基于双曲函数提出一种改进的滑模观测器,并设计定子电阻的在线辨识方案,同时开发扰动电压观测器以在线估计逆变器非线性引起的失真电压;最后,通过电机硬件在环实验测试进行验证.测试结果表明:位置估计误差减小7.6%,速度估计精度提高5.8%. 展开更多
关键词 永磁同步电机 无传感器控制 改进super-twisting算法 定子电阻在线辨识 逆变器非线性补偿
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Coefficient Estimates for Certain Subclasses of Bi-Univalent Ma-Minda Mocanu-Convex Functions
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作者 C.Selvaraj O.S.Babu G.Murugusundaramoorthy 《Analysis in Theory and Applications》 2014年第2期141-150,共10页
In this paper, we introduce and investigate a new subclass of the function class ∑. of bi-univalent functions of the Mocanu-convex type defined in the open unit disk, satisfy Ma and Minda subordination conditions. Fu... In this paper, we introduce and investigate a new subclass of the function class ∑. of bi-univalent functions of the Mocanu-convex type defined in the open unit disk, satisfy Ma and Minda subordination conditions. Furthermore, we find estimates on the Taylor-Maclaurin coefficients |a2| and |a3| for functions in the new subclass introduced here. Further Application of Hohlov operator to this class is obtained. Several (known or new) consequences of the results are also pointed out. 展开更多
关键词 Analytic functions univalent functions bi-univalent functions bi-starlike functions bi-convex functions bi-Mocanu-convex functions SUBORDINATION Hohlov operator.
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Holder’s inequalities for a class of analytic functions connected with a certain hybrid-type convolution operator
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作者 H.M.Srivastava Sheza M.El-Deeb 《Applied Mathematics(A Journal of Chinese Universities)》 2025年第2期443-457,共15页
By using a certain hybrid-type convolution operator,we first introduce a new subclass of normalized analytic functions in the open unit disk.For members of this analytic function class,we then derive several propertie... By using a certain hybrid-type convolution operator,we first introduce a new subclass of normalized analytic functions in the open unit disk.For members of this analytic function class,we then derive several properties and characteristics including(for example)the modified Hadamard products,Holder's inequalities and convolution properties as well as some closure properties under a general family of integral transforms. 展开更多
关键词 analytic functions univalent functions binomial series:hybrid-type convolution operator Holder's inequalities modi ed Hadamard product convolution properties closure properties under integral transforms
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Nonlinear Super Integrable Couplings of Super Dirac Hierarchy and Its Super Hamiltonian Structures 被引量:4
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作者 尤福财 《Communications in Theoretical Physics》 SCIE CAS CSCD 2012年第6期961-966,共6页
We construct nonlinear super integrable couplings of the super integrable Dirac hierarchy based on an enlarged matrix Lie superalgebra.Then its super Hamiltonian structure is furnished by super trace identity.As its r... We construct nonlinear super integrable couplings of the super integrable Dirac hierarchy based on an enlarged matrix Lie superalgebra.Then its super Hamiltonian structure is furnished by super trace identity.As its reduction,we gain the nonlinear integrable couplings of the classical integrable Dirac hierarchy. 展开更多
关键词 Lie superalgebra nonlinear super integrable couplings super Dirac hierarchy super Hamiltonian structures
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INITIAL COEFFICIENT ESTIMATES FOR SOME SUBCLASSES OF M-FOLD SYMMETRIC BI-UNIVALENT FUNCTIONS 被引量:2
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作者 H.M.SRIVASTAVA S.GABOURY F.GHANIM 《Acta Mathematica Scientia》 SCIE CSCD 2016年第3期863-871,共9页
In the present investigation, we consider two new general subclasses B∑m(T, λ; α)and B^∑m (τ λ;β) of Em consisting of analytic and m-fold symmetric bi-univalent functions in the open unit disk U. For functi... In the present investigation, we consider two new general subclasses B∑m(T, λ; α)and B^∑m (τ λ;β) of Em consisting of analytic and m-fold symmetric bi-univalent functions in the open unit disk U. For functions belonging to the two classes introduced here, we derive non-sharp estimates on the initial coefficients [a-~+ll and │a2+1│. Several connections to some of the earlier known results are also pointed out. 展开更多
关键词 analytic functions bi-univalent functions m-Fold symmetric functions m-Fold symmetric bi-univalent functions
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Feasibility and effects of remotely supervised aerobic training and resistance training in older adults with mild cognitive impairment:a pilot three-arm randomised controlled trial
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作者 Xiuxiu Huang Shifang Zhang +9 位作者 Xiaoyan Zhao Xinrui Li Fulian Bao Yue Lan Yuyao Zhang Ran An Bei Li Fang Yu Yongan Sun Qiaoqin Wan 《General Psychiatry》 2025年第2期123-133,共11页
Background Evidence on the effects of different exercise interventions on cognitive function is insufficient.Aims To evaluate the feasibility and effects of remotely supervised aerobic exercise(AE)and resistance exerc... Background Evidence on the effects of different exercise interventions on cognitive function is insufficient.Aims To evaluate the feasibility and effects of remotely supervised aerobic exercise(AE)and resistance exercise(RE)interventions in older adults with mild cognitive impairment(MCI).Methods This study is a 6-month pilot three-arm randomised controlled trial.Eligible participants(n=108)were recruited and randomised to the AE group,RE group or control(CON)group with a 1:1:1 ratio.Interventions were delivered at home with remote supervision.We evaluated participants’global cognition,memory,executive function,attention,physical activity levels,physical performance and muscle strength of limbs at baseline,3 months(T1)and 6 months(T2)after randomisation.A linear mixed-effects model was adopted for data analyses after controlling for covariates.Tukey’s method was used for adjusting for multiple comparisons.Sensitivity analyses were performed after excluding individuals with low compliance rates.Results 15(13.89%)participants dropped out.The median compliance rates in the AE group and RE group were 67.31%and 93.27%,respectively.After adjusting for covariates,the scores of the Alzheimer’s Disease Assessment Scale-Cognitive subscale in the AE group decreased by 2.04(95%confidence interval(CI)−3.41 to−0.67,t=−2.94,p=0.004)and 1.53(95%CI−2.88 to−0.17,t=−2.22,p=0.028)points more than those in the CON group at T1 and T2,respectively.The effects of AE were still significant at T1(estimate=−1.70,95%CI−3.20 to−0.21,t=−2.69,p=0.021),but lost statistical significance at T2 after adjusting for multiple comparisons.As for executive function,the Stroop time interference in the RE group decreased by 11.76 s(95%CI−21.62 to−1.90,t=−2.81,p=0.015)more than that in the AE group at T2 after Tukey’s adjustment.No other significant effects on cognitive functions were found.Conclusions Both remotely supervised AE and RE programmes are feasible in older adults with MCI.AE has positive effects on global cognition,and RE improves executive function. 展开更多
关键词 cognitive function resistance exercise re interventions exercise interventions remotely supervised aerobic exercise ae aerobic training remote supervision randomised controlled mild cognitive
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基于Super 4PCS算法的山岭隧道变形超欠挖提取算法研究 被引量:1
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作者 王义成 韩钊 +2 位作者 李培锋 谢雄耀 唐亘跻 《建筑施工》 2025年第3期366-372,共7页
为了构建一种依托三维激光扫描技术的特长隧道变形超挖与欠挖自动辨识算法,提升特长隧道超挖与欠挖辨识效率,提出了一种结合栅格预处理与超级四点一致性配准算法(Super 4PCS)的超挖与欠挖辨识方法。采用徕卡P30三维激光扫描仪,获取超长... 为了构建一种依托三维激光扫描技术的特长隧道变形超挖与欠挖自动辨识算法,提升特长隧道超挖与欠挖辨识效率,提出了一种结合栅格预处理与超级四点一致性配准算法(Super 4PCS)的超挖与欠挖辨识方法。采用徕卡P30三维激光扫描仪,获取超长隧道掘进过程中的岩壁点云数据,并据此构建了隧道的三维模型。完成建模后,将三维模型转化为点云模型,随后利用Super 4PCS算法将实测点云与标准模型点云进行精确配准。通过计算配准后模型点云与岩壁点云之间的偏差值,即可得出山岭隧道的超挖与欠挖数据。试验结果显示,基于Super 4PCS的超挖与欠挖辨识方法,在临沧高速公路天生桥点云项目中取得了卓越的辨识效果,其误差相较于全站仪测量结果的精度控制在约1 mm范围内。 展开更多
关键词 隧道工程 超欠挖提取方法 三维激光扫描 super 4PCS 点云配准
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THE FEKETE-SZEG PROBLEM FOR CLOSE-TO-CONVEX FUNCTIONS WITH RESPECT TO THE KOEBE FUNCTION 被引量:1
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作者 Bogumila KOWALCZYK Adam LECKO 《Acta Mathematica Scientia》 SCIE CSCD 2014年第5期1571-1583,共13页
An analytic function f in the unit disk D := {z ∈ C : |z| 〈 1}, standardly normalized, is called close-to-convex with respect to the Koebe function k(z) := z/(1-z)2, z ∈ D, if there exists δ ∈ (-π/2,... An analytic function f in the unit disk D := {z ∈ C : |z| 〈 1}, standardly normalized, is called close-to-convex with respect to the Koebe function k(z) := z/(1-z)2, z ∈ D, if there exists δ ∈ (-π/2,π/2) such that Re {eiδ(1-z)2f′(z)} 〉 0, z ∈ D. For the class C(k) of all close-to-convex functions with respect to k, related to the class of functions convex in the positive direction of the imaginary axis, the Fekete-Szego problem is studied. 展开更多
关键词 Fekete-Szego problem close-to-convex functions close-to-convex functionswith respect to the Koebe function close-to-convex functions with argumentδ functions convex in the positive direction of the imaginary axis
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