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酒石酸氢根含量方程的拟合问题
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作者 余季金 《青岛大学学报(自然科学版)》 CAS 1999年第3期56-59,共4页
本文论述葡萄酒中酒名酸氢根含量(%)表达方程的拟合问题。根据非线性方程拟合的最小二乘法准则,在拟合出的五种函数形式的表达方程中,由多项式构成的方程为最优。并推理出适合不同浓度EtOH(%,V/V)条件下,HT-(%)... 本文论述葡萄酒中酒名酸氢根含量(%)表达方程的拟合问题。根据非线性方程拟合的最小二乘法准则,在拟合出的五种函数形式的表达方程中,由多项式构成的方程为最优。并推理出适合不同浓度EtOH(%,V/V)条件下,HT-(%)表达方程的综合式。对该综合式在葡萄酒生产中的指导作用,本文亦进行了讨论。 展开更多
关键词 葡萄酒 酒石酸氢根 最小二乘法 拟合问题 稳定性
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关于数据组带有导数的拟合问题
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作者 吴昌炽 《北京邮电学院学报》 CSCD 1989年第1期1-5,共5页
本文目的是将样条函数推广用于带有导数的拟合问题,拓广了
关键词 条样函数 拟合问题 数据组 导数
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SO(n)中定型矩阵拟合的数值梯度方法
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作者 李晓铭 黄建国 《上海交通大学学报》 EI CAS CSCD 北大核心 2005年第10期1718-1721,1732,共5页
提出求解SO(n)中定型矩阵拟合问题导出的约束优化问题的一个数值梯度算法.该方法可视为离散动力系统算法,其最大特点是能始终保持迭代点列满足约束条件.对算法的收敛性和渐近稳定性进行了理论分析,数值试验结果验证了算法的有效性和可靠性.
关键词 定型拟合问题 数值梯度法 动力系统 收敛性 稳定性
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基于混合遗传算法与互信息分析的高维小样本特征选择 被引量:6
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作者 姚树春 刘正 张强 《计算机应用与软件》 北大核心 2020年第1期247-255,共9页
针对高维小样本数据特征选择冗余度高和过拟合的问题,提出一种基于混合遗传算法与互信息分析的高维小样本特征选择算法。对互信息理论与特征选择问题进行深入分析,利用互信息消除特征冗余度能力强的优点,推理出基于互信息的目标函数和... 针对高维小样本数据特征选择冗余度高和过拟合的问题,提出一种基于混合遗传算法与互信息分析的高维小样本特征选择算法。对互信息理论与特征选择问题进行深入分析,利用互信息消除特征冗余度能力强的优点,推理出基于互信息的目标函数和优化的边界条件;设计混合的遗传算法来充分利用高维小样本数据集不同角度的属性数据,混合遗传算法设立主种群和次种群,在每次迭代中利用次种群的结果引导主种群的演化,从而缓解小样本数据带来的过拟合问题。基于医学数据集的对比实验结果表明,该算法有效地增强了遗传算法的稳定性和鲁棒性,并且实现了较好的特征选择效果。 展开更多
关键词 高维小样本数据 特征选择 互信息 遗传算法 拟合问题 微阵列数据
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基于奇异值分解的快速室内可见光定位算法 被引量:1
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作者 肖志良 《测绘通报》 CSCD 北大核心 2019年第5期25-29,共5页
为了提高室内可见光定位的稳健性和效率,对定位系统的算法部分进行优化,将定位问题考虑为三维点位拟合问题,利用奇异值分解技术,推导出一个用于确定接收器位置和朝向的闭合表达式。另外,使用智能手机的图像传感器作为接收器,对平面部署... 为了提高室内可见光定位的稳健性和效率,对定位系统的算法部分进行优化,将定位问题考虑为三维点位拟合问题,利用奇异值分解技术,推导出一个用于确定接收器位置和朝向的闭合表达式。另外,使用智能手机的图像传感器作为接收器,对平面部署的35个网格点进行了测试。与常用的LM迭代式定位算法相比,本文算法定位速度更快,大约快30倍;且避免了由于错误的初始猜测而造成定位失败的可能性,在实际环境中实现了厘米级的高精度定位。 展开更多
关键词 可见光定位 奇异值分解 拟合问题 图像传感器 接收器
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基于非迭代训练层次循环神经网络的快速文本分类算法 被引量:1
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作者 方自远 《计算机应用与软件》 北大核心 2021年第7期310-316,331,共8页
基于神经网络的文本分类算法需要较长的训练时间,难以满足在线文本分类的需求。针对这种情况,提出基于非迭代训练层次循环神经网络的快速文本分类算法。为循环神经网络设计了对抗训练模型,缓解层次注意力网络的过拟合问题。给出一种循... 基于神经网络的文本分类算法需要较长的训练时间,难以满足在线文本分类的需求。针对这种情况,提出基于非迭代训练层次循环神经网络的快速文本分类算法。为循环神经网络设计了对抗训练模型,缓解层次注意力网络的过拟合问题。给出一种循环神经网络的非迭代训练算法,对激活函数进行线性逼近,快速地学习网络连接的权重。实验结果表明,在英文和中文文本的情况下,采用该算法均获得了理想的分类准确率,并且大幅度地减少了训练时间。 展开更多
关键词 循环神经网络 层次注意力 文本分类 拟合问题 非迭代训练 对抗训练
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大坝安全监测的遗传—偏回归(GA-PLSR)模型研究及应用 被引量:1
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作者 王小军 雷娜 《水利与建筑工程学报》 2010年第5期113-116,共4页
基于在大坝监测中常用的偏回归模型的基础上引入了遗传算法,充分利用其强大的自适应全局优化概率型搜索功能,采用改进的遗传算法对偏回归系数进行寻优重估,建立大坝安全监测的遗传-偏回归模型。从而达到对偏回归模型优化的目的,以同时... 基于在大坝监测中常用的偏回归模型的基础上引入了遗传算法,充分利用其强大的自适应全局优化概率型搜索功能,采用改进的遗传算法对偏回归系数进行寻优重估,建立大坝安全监测的遗传-偏回归模型。从而达到对偏回归模型优化的目的,以同时解决和改善常规大坝安全监测回归模型中存在的因子多重相关性干扰和模型欠拟合问题,进一步提高大坝监控模型的拟合和预测精度。 展开更多
关键词 安全监测 遗传算法 拟合问题 遗传偏回归
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Some studies on finding the nearest volume-preserving matrix
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作者 沐建飞 黄建国 《Journal of Southeast University(English Edition)》 EI CAS 2005年第1期119-122,共4页
Finding the nearest volume-preserving matrix for a given matrix is studied. Amatrix equation is first obtained, which is a necessary condition for the solution to the problem.Then the equation is solved by the singula... Finding the nearest volume-preserving matrix for a given matrix is studied. Amatrix equation is first obtained, which is a necessary condition for the solution to the problem.Then the equation is solved by the singular value decomposition method. Some additional results arealso provided to further characterize the solution. Using these results, a numerical algorithm isintroduced and a numerical test is given to illustrate the effectiveness of the algorithm. 展开更多
关键词 volume-preserving matrix matrix nearness problem singular valuedecomposition
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Full waveform inversion based on improved MLQN method
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作者 LU Xiaoman FENG Xuan +4 位作者 LIU Cai ZHOU Chao WANG Baoshi ZHANG Minghe XU Cong 《Global Geology》 2015年第4期238-244,共7页
Full waveform inversion( FWI) is a challenging data-fitting procedure between model wave field value and theoretical wave field value. The essence of FWI is an optimization problem,and therefore,it is important to stu... Full waveform inversion( FWI) is a challenging data-fitting procedure between model wave field value and theoretical wave field value. The essence of FWI is an optimization problem,and therefore,it is important to study optimization method. The study is based on conventional Memoryless quasi-Newton( MLQN)method. Because the Conjugate Gradient method has ultra linear convergence,the authors propose a method by using Fletcher-Reeves( FR) conjugate gradient information to improve the search direction of the conventional MLQN method. The improved MLQN method not only includes the gradient information and model information,but also contains conjugate gradient information. And it does not increase the amount of calculation during every iterative process. Numerical experiment shows that compared with conventional MLQN method,the improved MLQN method can guarantee the computational efficiency and improve the inversion precision. 展开更多
关键词 MLQN method FR conjugate gradient frequency domain full waveform inversion
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Solve the Humanware Problem: Take the Full Advantage of Telemedicine
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作者 I.H. Monrad Aas 《Computer Technology and Application》 2013年第8期431-436,共6页
Telemedicine's greatest problem is not found in software and hardware. Many can make software and hardware work. It has for long been clear that telemedicine has diffusion problems. Focus should be shifted over to th... Telemedicine's greatest problem is not found in software and hardware. Many can make software and hardware work. It has for long been clear that telemedicine has diffusion problems. Focus should be shifted over to the humanware. Telemedicine means work is done by virtual organizations. For the future of telemedicine, organizational issues will represent a challenge. Organizations consist of humans in interaction. In Norwegian telemedicine projects, organizational problems were identified and solutions to the problems were designed. More than 40 publications show numerous organizational consequences and numerous types of organizational consequences. When it comes to the solving telemedicine's organizational problems, learning from the experience others have is important. It is not necessary for all to invent what the organizational problems are. Organizing health care around the physical telecommunication networks is associated with the concept of network organization. The electronic networks become an infrastructure around which single health care providers are distributed. Such network organization means a formation of alliances between organizations. Centralization and decentralization are important terms for all organizing. Telemedicine makes the question of centralization or decentralization relevant. Telemedicine requires collaboration between participating parties. Obtaining the benefits of telemedicine is dependent on implementing the right measures for good collaboration. We know there are problems with telemedicine virtual organizations, but solutions to these problems exist. For the future of telemedicine, doing work with organization is important. Skilled managers have an important role to play. 展开更多
关键词 TELEMEDICINE virtual organization network organization CENTRALIZATION DECENTRALIZATION collaboration.
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Numerical Simulation of Groundwater Flow and Solute Transport for the Northern Batinah Area, Oman
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作者 Medhat El-Bihery Abdel Aziz Al-Mushikhi +3 位作者 Salim Al-khanbashi Ahmed Al Saeedi Ali Mohsin Al-Lawati Maqboul Al-Rawahi 《Journal of Environmental Science and Engineering(B)》 2015年第6期287-301,共15页
The northern Batinah occupies approximately 12,150 km2 in the north of Oman Quaternary deposits and Neogene's upper Fats form the aquifer units. MODFLOW compatible MT3D was used for simulation development of the area... The northern Batinah occupies approximately 12,150 km2 in the north of Oman Quaternary deposits and Neogene's upper Fats form the aquifer units. MODFLOW compatible MT3D was used for simulation development of the area. It can be concluded that: (1) The groundwater in the Batinah area generally flows from the south-west to the gulf of Oman in the north-east; (2) Recharge takes place through direct recharge from rainfall and wadi flow by about 902 ×10^3 ma/day; (3) The hydraulic conductivity attains a relatively wide range between 0.02 m/day and 78 m/day and 0.02 m/day and 60 m/day for the Quaternary and Fars respectively; (4) There is probably less potential for groundwater abstraction in the northern part of the area; (5) The water level decreased by about 6 m over 24 years and (6) The increase of salinity most likely due to a contribution of sea water intrusion from the gulf along the coast. It is recommended that: (1) automatic well control system should be installed to accurate measurements of abstraction; (2) further analysis under different future scenarios should be made and (3) formulate an integrated management plan for the basin. 展开更多
关键词 GROUNDWATER numerical modeling Batinah Oman.
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Numerical Simulation of Geotechnical Problems by Coupled Finite and Infinite Elements
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作者 Kemal Edip Mihail Garevski +3 位作者 Christoph Butenweg Vlatko Sesov Julijana Cvetanovska Igor Gjorgiev 《Journal of Civil Engineering and Architecture》 2013年第1期68-77,共10页
in geotechnical engineering, numerical simulation of problems is of great importance. This work proposes a new formulation of coupled finite-infinite elements which can be used in numerical simulation ofgeotechnical p... in geotechnical engineering, numerical simulation of problems is of great importance. This work proposes a new formulation of coupled finite-infinite elements which can be used in numerical simulation ofgeotechnical problems in both static and dynamic conditions. Formulation and various implementation aspects of the proposed coupled finite-infinite elements are carefully discussed. To the authors' knowledge, this approach that considers coupled finite-infinite elements is more efficient in the sense that appropriate and accurate results are obtained by using less elements. The accuracy and efficiency of the proposed approach is considered by comparing the obtained results with analytical and numerical results. In a static case, the problem of circular domain ol infinite length is considered. In a dynamic case, one dimensional wave propagation problems arising from the Heaviside step fimction and impulse functions are considered. In order to get a more complete picture, two dimensional wave propagation in a circular qtmrter space is considered and the results are presented. Finally, a soil-structure interaction system subjected to seismic excitation is analyzed. In the analysis of soil-structure interaction phenomenon, frames with different number of storeys and soil media with various stiffness characteristics have been taken into consideration. In the analysis, the finite element software ANSYS has been used. For the newly developed infinite element, the programming has been done by the help of the User Programmable Features of the ANSYS software, which enable creating new elements in the ANSYS software. 展开更多
关键词 Numerical methods infinite elements soil-structure interaction wave propagation.
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Modeling complex crack problems using the three-node triangular element fitted to numerical manifold method with continuous nodal stress 被引量:6
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作者 YANG YongTao XU DongDong +1 位作者 SUN GuanHua ZHENG Hong 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2017年第10期1537-1547,共11页
A three-node triangular element fitted to numerical manifold method with continuous nodal stress, called Trig_3-CNS(NMM)element, was recently proposed for linear elastic continuous problems and linear elastic simple c... A three-node triangular element fitted to numerical manifold method with continuous nodal stress, called Trig_3-CNS(NMM)element, was recently proposed for linear elastic continuous problems and linear elastic simple crack problems. The Trig_3-CNS(NMM) element can be considered as a development of both the Trig_3-CNS element and the numerical manifold method(NMM).Inheriting all the advantages of Trig_3-CNS element, calculations using Trig_3-CNS(NMM) element can obtain higher accuracy than Trig_3 element without extra degrees of freedom(DOFs) and yield continuous nodal stress without stress smoothing. Inheriting all the advantages of NMM, Trig_3-CNS(NMM) element can conveniently treat crack problems without deploying conforming mathematical mesh. In this paper,complex problems such as a crucifix crack and a star-shaped crack with many branches are studied to exhibit the advantageous features of the Trig_3-CNS(NMM) element. Numerical results show that the Trig_3-CNS(NMM) element is prominent in modeling complex crack problems. 展开更多
关键词 numerical manifold method Trig3-CNS (NMM) element stress intensity factor complex crack problems
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Multi-Objective Optimal Approach for Injection Molding Based on Surrogate Model and Particle Swarm Optimization Algorithm 被引量:4
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作者 陈巍 周雄辉 +1 位作者 王会凤 王婉 《Journal of Shanghai Jiaotong university(Science)》 EI 2010年第1期88-93,共6页
An integrated optimization strategy based on Kriging model and multi-objective particle swarm optimization(PSO) algorithm was constructed.As a new surrogate model technology,Kriging model has better fitting precision ... An integrated optimization strategy based on Kriging model and multi-objective particle swarm optimization(PSO) algorithm was constructed.As a new surrogate model technology,Kriging model has better fitting precision for nonlinear problem.The Kriging model was adopted to replace computer aided engineering(CAE) simulation as fitness function of multi-objective PSO algorithm,and the computation cost can be reduced greatly.By introducing multi-objective handling mechanism of crowding distance and mutation operator to multiobjective PSO algorithm,the entire Pareto front can be approximated better.It is shown that the multi-objective optimization strategy can get higher solving accuracy and computation efficiency under small sample. 展开更多
关键词 injection molding multi-objective optimization particle swarm optimization(PSO) surrogate model Kriging model
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Multi-recurrence and van der Waerden systems 被引量:1
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作者 KWIETNIAK Dominik LI Jian +1 位作者 OPROCHA Piotr YE XiangDong 《Science China Mathematics》 SCIE CSCD 2017年第1期59-82,共24页
We explore recurrence properties arising from dynamical approach to the van der Waerden theorem and similar combinatorial problems. We describe relations between these properties and study their consequences for dynam... We explore recurrence properties arising from dynamical approach to the van der Waerden theorem and similar combinatorial problems. We describe relations between these properties and study their consequences for dynamics. In particular, we present a measure-theoretical analog of a result of Glasner on multi-transitivity of topologically weakly mixing minimal maps. We also obtain a dynamical proof of the existence of a C-set with zero Banach density. 展开更多
关键词 multi-recurrent points van der Waerden systems multiple recurrence theorem multiple IP-recurrence property multi-non-wandering points
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Asymptotic Stability of Equilibrium State to the Mixed Initial-Boundary Value Problem for Quasilinear Hyperbolic Systems
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作者 Yanzhao LI Cunming LIU 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2015年第3期323-344,共22页
Under the internal dissipative condition, the Cauchy problem for inhomogeneous quasilinear hyperbolic systems with small initial data admits a unique global C1 solution, which exponentially decays to zero as t →+∞,... Under the internal dissipative condition, the Cauchy problem for inhomogeneous quasilinear hyperbolic systems with small initial data admits a unique global C1 solution, which exponentially decays to zero as t →+∞, while if the coefficient matrix 19 of boundary conditions satisfies the boundary dissipative condition, the mixed initialboundary value problem with small initial data for quasilinear hyperbolic systems with nonlinear terms of at least second order admits a unique global C1 solution, which also exponentially decays to zero as t →+∞. In this paper, under more general conditions, the authors investigate the combined effect of the internal dissipative condition and the boundary dissipative condition, and prove the global existence and exponential decay of the C1 solution to the mixed initial-boundary value problem for quasilinear hyperbolic systems with small initial data. This stability result is applied to a kind of models, and an example is given to show the possible exponential instability if the corresponding conditions are not satisfied. 展开更多
关键词 Quasilinear hyperbolic system Mixed initial-boundary value problem Classical solution Asymptotic stability
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