期刊文献+
共找到15篇文章
< 1 >
每页显示 20 50 100
基于动量加速零阶减小方差的鲁棒支持向量机 被引量:4
1
作者 鲁淑霞 蔡莲香 张罗幻 《计算机工程》 CAS CSCD 北大核心 2020年第12期88-95,104,共9页
在实际分类问题中,由于人为或其他因素的影响,数据中往往存在一定的噪声,而传统支持向量机(SVM)使用的铰链损失函数对噪声数据敏感,且分类性能较差。为消除噪声数据的影响,提出一种新的鲁棒SVM算法。通过引入新形式的损失函数,并基于间... 在实际分类问题中,由于人为或其他因素的影响,数据中往往存在一定的噪声,而传统支持向量机(SVM)使用的铰链损失函数对噪声数据敏感,且分类性能较差。为消除噪声数据的影响,提出一种新的鲁棒SVM算法。通过引入新形式的损失函数,并基于间隔分布的思想,建立鲁棒SVM优化模型提高SVM的抗噪性,运用零阶减小方差算法并结合动量加速技术,给出一种新的优化模型求解方法。实验结果表明,该方法通过引入梯度修正项降低了方差对算法的影响,同时结合动量加速技术,明显提高了算法的收敛速度。 展开更多
关键词 噪声 零阶梯度 方差 动量加速 鲁棒支持向量机
下载PDF
图像复原的一种新的加速动量梯度投影法
2
作者 武高玉 李慧云 《科技资讯》 2016年第27期137-140,共4页
该文提出了一种新的应用于图像复原的加速动量梯度投影法。该方法在负梯度的方向上添加一个动量项,并且动态地选取动量参数和步长,从而加速了算法的收敛。在合理的假设下,证明了算法的全局收敛性。数值试验表明,与当前先进的FISTA方法... 该文提出了一种新的应用于图像复原的加速动量梯度投影法。该方法在负梯度的方向上添加一个动量项,并且动态地选取动量参数和步长,从而加速了算法的收敛。在合理的假设下,证明了算法的全局收敛性。数值试验表明,与当前先进的FISTA方法相比较,该文提出的算法无论是在时间上还是在图像复原的质量上都是有竞争力的。 展开更多
关键词 加速动量梯度投影法 动量 图像复原
下载PDF
有向网络中一种快速的分布式随机算法
3
作者 宫秀慧 《应用数学进展》 2024年第2期848-868,共21页
本文考虑有向网络上多智能体系统中的分布式优化问题。 其全局目标函数可表示为网络中所有局 部目标函数有限和的形式。 通过利用 Nesterov 动量技巧方法和单循环的方差缩减技术 LSVRG, 本文提出了有向网络中一种快速的分布式随机算法 A... 本文考虑有向网络上多智能体系统中的分布式优化问题。 其全局目标函数可表示为网络中所有局 部目标函数有限和的形式。 通过利用 Nesterov 动量技巧方法和单循环的方差缩减技术 LSVRG, 本文提出了有向网络中一种快速的分布式随机算法 AB-LSVRG。 对光滑和强凸的目标函数,理 论分析证明所提出的算法可以线性收敛到最优解。 基于分布式逻辑回归问题,数值实验表明本文 所提出的算法与现有的一些分布式算法相比表现效果更好。 展开更多
关键词 分布式优化 多智能系统 有向网络 分布式方差缩减 动量加速
下载PDF
一种基于修正动量的RBM算法 被引量:6
4
作者 沈卉卉 刘国武 +2 位作者 付丽华 刘智慧 李宏伟 《电子学报》 EI CAS CSCD 北大核心 2019年第9期1957-1964,共8页
受限玻尔兹曼机(Restricted Boltzmann Machine,RBM)是一种随机网络、概率图模型,它是一种比较有效的的无监督学习模型.针对RBM梯度近似的一种计算方法对动量加速不敏感,以及识别效果不理想等问题,本文提出一种基于修正动量的RBM算法.... 受限玻尔兹曼机(Restricted Boltzmann Machine,RBM)是一种随机网络、概率图模型,它是一种比较有效的的无监督学习模型.针对RBM梯度近似的一种计算方法对动量加速不敏感,以及识别效果不理想等问题,本文提出一种基于修正动量的RBM算法.该算法结合RBM梯度近似方法,通过修改隐单元偏置参数的更新方式,避免RBM模型中隐单元取值采用概率值时导致模型识别效果不理想、动量加速有限等问题.同时,在RBM预训练阶段采用快速上升的动量方式,以加速网络收敛;在微调阶段引入缓慢下降的动量项,以避免陷入局部最优点并提高识别效果.本文算法通过在MNIST手写数字体,Extended Yale B和CMU-PIE人脸数据库上的数值实验结果表明,提出的算法能够有效地提高计算效率和提高网络泛化能力.该算法不仅对RBM的应用领域扩展具有十分积极的实际意义,且为深度学习的应用方法提供一种新的研究思路和借鉴. 展开更多
关键词 深度学习 无监督学习 受限玻尔兹曼机 梯度近似算法 GIBBS采样 动量加速 泛化能力
下载PDF
质量加速度矩定理探讨
5
作者 吴云存 郑冬黎 《湖北汽车工业学院学报》 2001年第3期38-41,66,共5页
本文提出质点和质点系 (绝对运动和相对运动 )质量加速度矩定理。由牛顿定律直接导出此定理 ,并给出此定理用于刚体平面运动的各种动力学方程 :矩心为定轴、质心、加速度瞬心、特殊速度瞬心、以及任意动点。这些方程最简明地给定了物体... 本文提出质点和质点系 (绝对运动和相对运动 )质量加速度矩定理。由牛顿定律直接导出此定理 ,并给出此定理用于刚体平面运动的各种动力学方程 :矩心为定轴、质心、加速度瞬心、特殊速度瞬心、以及任意动点。这些方程最简明地给定了物体转动运动量与物体所受力系主矩之间的关系。此定理可以理解工科理论力学中儿乎所有用动量矩定理和用动静法力矩方程解的问题 ,而且比它们更直接 ,简明。 展开更多
关键词 质量加速度矩定理:动量矩定理:动静法
下载PDF
基于改进的PSO算法优化灰色神经网络的话务量预测 被引量:3
6
作者 俞秀婷 覃锡忠 +3 位作者 贾振红 傅云瑾 曹传玲 常春 《计算机工程与设计》 北大核心 2015年第11期2902-2905,2947,共5页
为解决灰色神经网络模型中参数不易确定的问题,提出改进的粒子群(IPSO)算法,寻找灰色神经网络的参数最优解。在寻优过程中引入一个速度阈值,当粒子的飞行速度小于给定阈值时,给粒子施加一个加速动量,重新初始化粒子速度及位置。用训练... 为解决灰色神经网络模型中参数不易确定的问题,提出改进的粒子群(IPSO)算法,寻找灰色神经网络的参数最优解。在寻优过程中引入一个速度阈值,当粒子的飞行速度小于给定阈值时,给粒子施加一个加速动量,重新初始化粒子速度及位置。用训练好的网络预测两个地区的忙时话务量,与未改进的粒子群算法优化灰色神经网络(PSO-GNN)模型、灰色神经网络(GNN)模型、反向传播神经网络(BPNN)模型的预测结果比较,比较结果表明,改进的粒子群算法优化灰色神经网络(IPSO-GNN)模型提高了预测结果的精度。 展开更多
关键词 粒子群算法 灰色神经网络 加速动量 速度阈值 话务量预测
下载PDF
Comparison of two types of twin-rotor piston engine mechanisms 被引量:6
7
作者 邓豪 潘存云 +2 位作者 王晓聪 张雷 邓力 《Journal of Central South University》 SCIE EI CAS 2013年第2期363-371,共9页
A novel twin-rotor piston engine (TRPE) mechanism with high volumetric output and power density was introduced. This new engine comprises an energy conversion system and a differential velocity drive mechanism (DVD... A novel twin-rotor piston engine (TRPE) mechanism with high volumetric output and power density was introduced. This new engine comprises an energy conversion system and a differential velocity drive mechanism (DVDM). Two special geared four-bar mechanisms, DVDM-1 and DVDM-2, were utilized and compared. Based on the closed loop vector method, a mathematical model for position, velocity, and acceleration of the two mechanisms was established. Numerical examples illustrate that the kinematic characteristics were presented. Expression of the displacement and compression ratio of the two engine mechanisms were derived and compared. It is concluded that both DVDM-1 and DVDM-2 adopted in the proposed TRPE with six vane pistons create thirty-six power strokes per revolution of the output shaft, and the summation of two angles covered by each rocker is always 2x/N as the output shaft rotates an angle of x/N. In DVDM-1, the span angle of a vane piston should be designed to be 10.2°, and the compression ratio should be equal to 10; in DVDM-2, the span angle of a vane piston should be designed to be 10.6°, and the compression ratio should be equal to 4.3. 展开更多
关键词 ROTOR piston engine CRANK ROCKER power density
下载PDF
Research for the Relationships between Body Acceleration and Energy Expenditure 被引量:1
8
作者 ZHUYi RUANXing-yun SHENGYi XUZhi-rong GUOHai 《Chinese Journal of Biomedical Engineering(English Edition)》 2004年第4期145-151,共7页
During our research,It has been found that body acceleration has strong relationships with the human energy expenditure.This paper discusses the methods to assess physical activity and concludes that for accurate asse... During our research,It has been found that body acceleration has strong relationships with the human energy expenditure.This paper discusses the methods to assess physical activity and concludes that for accurate assessment of physical activity under free living conditions the recently introduced accelerometer looks most promising.We developed a new computerized machine to assess the body activity and energy expenditure.Test datas of the treadmill experiment,respiration experiment and 5-kilometer-running experiment have been archieved,we found that body acceration integrals with time has linear relations with body energy expenture. 展开更多
关键词 Body acceleration Energy expenditure
下载PDF
Behind the Quality Counterfeit Handbags
9
作者 Hu Ke 《China Population Today》 2016年第1期10-26,共17页
The entire society is messing up with the idea of quick success and instant benefit,which throws people faster into desire,extravagance,fame and gain;and the fashion circle is at the frontier of this accelerated movem... The entire society is messing up with the idea of quick success and instant benefit,which throws people faster into desire,extravagance,fame and gain;and the fashion circle is at the frontier of this accelerated movement.Everyone is eager for overnight success. 展开更多
关键词 desire instant frontier authentic faster eager circle fashion factory prices
下载PDF
Considerations when using the activPAL monitor in field-based research with adult populations 被引量:5
10
作者 Charlotte L.Edwardson Elisabeth A.H.Winkler +4 位作者 Danielle H.Bodicoat Tom Yates Melanie J.Davies David W.Dunstan Genevieve N.Healy 《Journal of Sport and Health Science》 SCIE 2017年第2期162-178,共17页
Research indicates that high levels of sedentary behavior(sitting or lying with low energy expenditure) are adversely associated with health. A key factor in improving our understanding of the impact of sedentary beha... Research indicates that high levels of sedentary behavior(sitting or lying with low energy expenditure) are adversely associated with health. A key factor in improving our understanding of the impact of sedentary behavior(and patterns of sedentary time accumulation) on health is the use of objective measurement tools that collect date and time-stamped activity information. One such tool is the activP AL monitor. This thigh-worn device uses accelerometer-derived information about thigh position to determine the start and end of each period spent sitting/lying, standing, and stepping, as well as stepping speed, step counts, and postural transitions. The activP AL is increasingly being used within field-based research for its ability to measure sitting/lying via posture. We summarise key issues to consider when using the activP AL in physical activity and sedentary behavior field-based research with adult populations. It is intended that the findings and discussion points be informative for researchers who are currently using activP AL monitors or are intending to use them. Pre-data collection decisions, monitor preparation and distribution, data collection considerations, and manual and automated data processing possibilities are presented using examples from current literature and experiences from 2 research groups from the UK and Australia. 展开更多
关键词 populations monitor lying collection accelerometer expenditure Australia stepping currently intended
下载PDF
Experimental study of traffic-induced vibration of the new CCTV headquarters building
11
作者 ZHANG Nan XIA He +2 位作者 ZHAN Jia-wang YAN Hui-chun XU You-lin 《Journal of Civil Engineering and Architecture》 2009年第3期31-38,共8页
The traffic-induced vibrations of the new CCTV Headquarters building are studied stages. In the first stage when the through experiments in two 30th floor of the northwest tower and the 38th floor of the southeast tow... The traffic-induced vibrations of the new CCTV Headquarters building are studied stages. In the first stage when the through experiments in two 30th floor of the northwest tower and the 38th floor of the southeast tower were finished, the traffic flows on the roads surrounding the building were investigated, and 27 setups of accelerations were measured at the roadside, on the pile cap and on the 9th floor. In the second stage when the whole steel structure was completed, l 5 setups of accelerations were measured at the roadside, on the pile cap and on the 37th and the 48th floors. The accelerations of the building under different traffic flows, in different positions are analyzed in both time domain and frequency domain. The damping ratios are estimated by the upgraded half-power bandwidth method. 展开更多
关键词 dynamic experiment traffic-induced vibration power spectrum half-power bandwidth method
下载PDF
Research of Dynamic Variations in the Gravitational Field of Forthcoming Volcano Eruption
12
作者 V.I. Korochentsev P.P. Sherbakov E.V. Lisunov 《Journal of Environmental Science and Engineering》 2011年第6期781-784,共4页
There is expounded the theory of"gravitational" wave propagation from the volcano crater (magma) under changing density of magma mass inside the volcano. It was revealed that while the abruptly accelerated magma m... There is expounded the theory of"gravitational" wave propagation from the volcano crater (magma) under changing density of magma mass inside the volcano. It was revealed that while the abruptly accelerated magma movement during starting period began eruption, the registered "gravitational" waves were being emitted and were propagating with the velocity greater than that of sound and seismic waves velocity. Alteration of "gravitational" waves velocity under the magma movement can be additional feature in prognosis of the start time of volcano eruption. The considered method might be effective when making up prognoses of underwater volcano eruption. 展开更多
关键词 VOLCANO EARTHQUAKE gravitational waves
下载PDF
带自适应学习率的加速随机方差缩减梯度法 被引量:1
13
作者 陈国茗 于腾腾 刘新为 《数值计算与计算机应用》 2021年第3期215-225,共11页
由于随机方差缩减梯度(SVRG)法在求解经验风险最小化(ERM)问题时表现优异,近年来受到了广泛关注.与SVRG方法中使用固定的学习率不同,结合初始化偏差矫正技术,提出使用自适应方法来动态计算SVRG方法及其加速版本FSVRG方法的学习率,分别称... 由于随机方差缩减梯度(SVRG)法在求解经验风险最小化(ERM)问题时表现优异,近年来受到了广泛关注.与SVRG方法中使用固定的学习率不同,结合初始化偏差矫正技术,提出使用自适应方法来动态计算SVRG方法及其加速版本FSVRG方法的学习率,分别称为AdaSVRG方法和AdaFSVRG方法.收敛性分析表明,AdaSVRG方法和AdaFSVRG方法在强凸假设下均具有线性收敛速率.在标准数据集上的数值实验表明,在求解ERM问题时,AdaSVRG和AdaFSVRG需要更少的迭代次数就可以达到相同水平的优化间隙. 展开更多
关键词 随机梯度法 方差缩减 自适应学习率 初始化偏差矫正 动量加速.
原文传递
Effect of seed electron injection on chorus-driven acceleration of radiation belt electrons 被引量:4
14
作者 YAN Qi SHI LiQing LIU SiQing 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第2期492-498,共7页
Using the hybrid finite difference method, we solve the Fokker-Planck equation to study the effect of seed electron injection on acceleration of radiation belt electrons driven by chorus waves. Numerical results show ... Using the hybrid finite difference method, we solve the Fokker-Planck equation to study the effect of seed electron injection on acceleration of radiation belt electrons driven by chorus waves. Numerical results show that in the absence of injection chorus waves can accelerate electrons at large pitch angles (ae〉60°), producing enhancements in the phase space density (PSD) of (1-2 MeV ) electrons by a factor of 100-1000 within 1-2 days. In the presence of injection, chorus waves yield increase in PSD of electrons by accelerating the injected seed electrons. Meanwhile, the PSD evolution increases as the pitch angle in- creases but decreases as electron energy increases. Moreover, the PSD evolution can extend to higher energies with a time scale of 1-2 days for 1-2 MeV energies. When the injection increases by a factor of 10 higher than the initial value and re- mains for about two days, maximum values of PSD for 1 or 2 MeV increase to 6 or 3 times respectively higher than those without injection in two days. The current results suggest that the injected seed electrons play an important role in the evolu- tion of the radiation belt electrons. 展开更多
关键词 seed electrons chorus waves radiation belt electrons
原文传递
Effects of Ions Charge-Mass Ratio on Energy and Energy Spread of Accelerated Ions in Laser Driven Plasma
15
作者 桑海波 郑世强 谢柏松 《Communications in Theoretical Physics》 SCIE CAS CSCD 2013年第2期205-212,共8页
Effects of ions charge-mass ratio on energy and energy spread of accelerated ions in laser driven plasma are investigated in detail by proposing a simple double-layer model for a foil target driven by an ultrastrong l... Effects of ions charge-mass ratio on energy and energy spread of accelerated ions in laser driven plasma are investigated in detail by proposing a simple double-layer model for a foil target driven by an ultrastrong laser. The radiation pressure acceleration mechanism plays an important role on the studied problem. For the ions near the plasma mirror, i.e. electrons layer, the dependence of ions energy on their charge-mass ratio is derived theoretically. It is found that the larger the charge-mass ratio is, the higher the accelerated ions energy gets. For those ions far away from the layer, the dependence of energy and energy spread on ions charge-mass ratio are also obtained by numerical performance. It exhibits that, as ions charge-mass ratio increases, not only the accelerated ions energy but also the energy spread will become large. 展开更多
关键词 laser driven plasma radiation pressure acceleration ions charge-mass ratio
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部