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Surface Elevation Distribution of Sea Waves Based on the Maximum Entropy Principle
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作者 戴德君 王伟 +1 位作者 钱成春 孙孚 《China Ocean Engineering》 SCIE EI 2001年第2期217-228,共12页
A probability density function of surface elevation is obtained through improvement of the method introduced by Cieslikiewicz who employed the maximum entropy principle to investigate the surface elevation distributio... A probability density function of surface elevation is obtained through improvement of the method introduced by Cieslikiewicz who employed the maximum entropy principle to investigate the surface elevation distribution. The density function can be easily extended to higher order according to demand and is non-negative everywhere, satisfying the basic behavior of the probability, Moreover because the distribution is derived without any assumption about sea waves, it is found from comparison with several accepted distributions that the new form of distribution can be applied in a wider range of wave conditions, In addition, the density function can be used to fit some observed distributions of surface vertical acceleration although something remains unsolved. 展开更多
关键词 surface elevation distribution maximum entropy principle surface vertical acceleration distribution
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A microscopic ancient river channel identification method based on maximum entropy principle and Wigner-Ville Distribution and its application
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作者 XU Tianji CHENG Bingjie +2 位作者 NIU Shuangchen QIN Zhengye WANG Zhenzhen 《Petroleum Exploration and Development》 CSCD 2021年第6期1354-1366,共13页
In view of the problem of fine characterization of narrow and thin channels,the maximum entropy criterion is used to enhance the focusing characteristics of Wigner-Ville Distribution.On the basis of effectively improv... In view of the problem of fine characterization of narrow and thin channels,the maximum entropy criterion is used to enhance the focusing characteristics of Wigner-Ville Distribution.On the basis of effectively improving the time-frequency resolution of seismic signal,a new method of microscopic ancient river channel identification is established.Based on the principle of the equivalence between the maximum entropy power spectrum and the AR model power spectrum,the prediction error and the autoregression coefficient of AR model are obtained using the Burg algorithm and Levinson-Durbin recurrence rule.Under the condition of the first derivative of autocorrelation function being 0,the Wigner-Ville Distribution of seismic signal is calculated,and the Wigner-Ville Distribution time-frequency power spectrum(MEWVD)is obtained under the maxi-mum entropy criterion of the microscopic ancient river channel.Through analysis of emulational seismic signal and forward numerical simulation signal of narrow thin model,it is found that MEWVD can effectively avoid the interference of cross term of Wigner-Ville Distribution,and obtain more accurate spectral characteristics than STFT and CWT signal analysis methods.It is also proved that the narrow and thin river channels of different scales can be identified effectively by MEWVD of different frequencies.The method is applied to the third member of Jurassic Shaximiao Formation(J2s33-2)gas reservoir of the Zhongji-ang gas field in Sichuan Basin.The spatial information of width and direction of narrow and thin river channels with width less than 500 m and sandstone thickness less than 35 m is accurately identified,providing bases for well deployment and horizontal well fracturing section selection. 展开更多
关键词 maximum entropy principle Wigner-Ville distribution spectral focusing high resolution SEISMIC fluvial facies narrow and thin ancient channel
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MAXIMUM PRINCIPLE FOR STOCHASTIC OPTIMAL CONTROL PROBLEM WITH DISTRIBUTED DELAYS 被引量:1
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作者 Qixia ZHANG 《Acta Mathematica Scientia》 SCIE CSCD 2021年第2期437-449,共13页
This paper is concerned with a Pontryagin's maximum principle for the stochastic optimal control problem with distributed delays given by integrals of not necessarily linear functions of state or control variables... This paper is concerned with a Pontryagin's maximum principle for the stochastic optimal control problem with distributed delays given by integrals of not necessarily linear functions of state or control variables.By virtue of the duality method and the generalized anticipated backward stochastic differential equations,we establish a necessary maximum principle and a sufficient verification theorem.In particular,we deal with the controlled stochastic system where the distributed delays enter both the state and the control.To explain the theoretical results,we apply them to a dynamic advertising problem. 展开更多
关键词 distributed delay generalized anticipated backward stochastic differential equations optimal control maximum principle
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A MAXIMUM PRINCIPLE FOR DISTRIBUTED PARAMETER SYSTEMS WITH MIXED PHASE-CONTROL CONSTRAINTS ANDENDPOINT CONSTRAINTS
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作者 张平健 《Acta Mathematica Scientia》 SCIE CSCD 1997年第2期151-158,共8页
This paper considered the optimal control problem for distributed parameter systems with mixed phase-control constraints and end-point constraints. Pontryagin's maximum principle for optimal control are derived vi... This paper considered the optimal control problem for distributed parameter systems with mixed phase-control constraints and end-point constraints. Pontryagin's maximum principle for optimal control are derived via Duboviskij-Milujin theorem. 展开更多
关键词 maximum principle distributed parameter systems end-point constraints Duboviskij-Milujin theorem additive vector measure
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Distribution characteristics of historical earthquake classes in Jiangsu Province and South Huanghai Sea region 被引量:16
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作者 田建明 徐徐 +2 位作者 谢华章 杨云 丁政 《地震学报》 CSCD 北大核心 2004年第4期432-439,共8页
According to the analysis on the characteristics of historic earthquakes in Jiangsu Province and South Huanghai Sea region, the historical earthquakes in the studied area are divided into two kinds of comparatively sa... According to the analysis on the characteristics of historic earthquakes in Jiangsu Province and South Huanghai Sea region, the historical earthquakes in the studied area are divided into two kinds of comparatively safe class and comparatively dangerous class. Then the statistical result of earthquake class, the characteristics of geo-graphical distribution and geological structures are studied. The study shows: a) In Jiangsu Province and South Huanghai Sea region, the majority of historical strong earthquakes belong to comparatively safe class, only 13.8% belong to comparatively dangerous class; b) Most historical earthquakes belong to comparatively safe class in the land area of Jiangsu, eastern sea area of Yangtze River mouth and northern depression of South Huanghai Sea region. However, along the coast of middle Jiangsu Province and in the sea area of South Huanghai Sea, the distribution of historical earthquake classes is complex and the earthquake series of comparatively dan-gerous class and comparatively safe class are equivalent in number; c) In the studied area, the statistical results of historical earthquake classes and the characteristics of spatial distribution accord very well with the real case of present-day earthquake series. It shows that the seismic activity in the region has the characteristic of succession, and the result from this study can be used as a reference for early postseismic judgment in the earthquake emer-gency work in Jiangsu Province. 展开更多
关键词 历史地震 分类原则 分布特征 江苏及南黄海
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A Maximum-Entropy Compound Distribution Model for Extreme Wave Heights of Typhoon-Affected Sea Areas 被引量:4
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作者 王莉萍 孙效光 +1 位作者 吕可波 徐德伦 《China Ocean Engineering》 SCIE EI 2012年第1期49-58,共10页
A new compound distribution model for extreme wave heights of typhoon-affected sea areas is proposed on the basis of the maximum-entropy principle. The new model is formed by nesting a discrete distribution in a conti... A new compound distribution model for extreme wave heights of typhoon-affected sea areas is proposed on the basis of the maximum-entropy principle. The new model is formed by nesting a discrete distribution in a continuous one, having eight parameters which can be determined in terms of observed data of typhoon occurrence-frequency and extreme wave heights by numerically solving two sets of equations derived in this paper. The model is examined by using it to predict the N-year return-period wave height at two hydrology stations in the Yellow Sea, and the predicted results are compared with those predicted by use of some other compound distribution models. Examinations and comparisons show that the model has some advantages for predicting the N-year return-period wave height in typhoon-affected sea areas. 展开更多
关键词 maximum entropy principle typhoon occurrence-frequency N-year return period wave heights maximumentropy compound distribution
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Effective Diffusion Energy Barriers with the Boltzmann Distribution Assumption 被引量:1
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作者 TU Rui WANG Zhu 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2019年第1期1-5,共5页
We derived revised effective diffusion energy barriers following the Boltzmann distribution assumption for impurity atoms in a bulk material under the impact of various kinds of point defects to reveal the insights of... We derived revised effective diffusion energy barriers following the Boltzmann distribution assumption for impurity atoms in a bulk material under the impact of various kinds of point defects to reveal the insights of migration mechanisms. The effective diffusion energy barriers of copper impurities in bulk zirconium were calculated through the first principle method under the presented hypothesis. Our results(?E_(||) =1.27 eV, ?E_⊥=1.31 eV) agreed well with the experimental results(?E_(||) =1.54 eV, ?E_⊥=1.60 eV), which validated bulk diffusion as the major mechanism for copper diffusion in zirconium. The effective diffusion energy barriers could be used for estimating whether the defects will accelerate the diffusion or slow them down by acting as traps of the impurity atoms. On the other hand, the first principle results of the impurity diffusion via defects could be further used as inputs of larger scale computational simulations, such as MC(Monte Carlo) or Phase Field calculations. 展开更多
关键词 BOLTZMANN distribution DIFFUSION energy BARRIER point defect first principle calculation NEB method
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Twin Prime Distribution Problem 被引量:1
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作者 Dan Liu 《Journal of Applied Mathematics and Physics》 2022年第4期1352-1361,共10页
The distribution of twin prime numbers is discussed. The research method of corresponding prime number distribution is proposed. The distribution of prime numbers corresponding to integers and composite numbers is dis... The distribution of twin prime numbers is discussed. The research method of corresponding prime number distribution is proposed. The distribution of prime numbers corresponding to integers and composite numbers is discussed. Through the corresponding prime distribution rate of integers and composite numbers, it is found that the corresponding prime distribution rate of composite numbers approaches the corresponding prime distribution rate of integers. The distribution principle of corresponding prime number of composite number is proved. The twin prime distribution theorem is obtained. The number of twin prime numbers is thus obtained. It provides a practical way to study the conjecture of twin prime numbers. 展开更多
关键词 Prime distribution The distribution of Prime Numbers Corresponding to Integers and Composite Numbers The distribution principle of Prime Numbers Corresponding to Composite Numbers Twin Prime distribution Theorem
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Types and Distribution of Geological Hazards in the South China Sea
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作者 Chen Junren and Li Tinghuan Guangzhou Marine Geological Survey, MGMR, Guangzhou Jiang Minxi 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 1993年第3期347-360,共14页
Various types of geological hazards exist in the South China Sea. In dynamics sense, they can be categorized into 5 principal genetic types related to effects of hydraulic dynamics, gaseous activity, soil mechanics, g... Various types of geological hazards exist in the South China Sea. In dynamics sense, they can be categorized into 5 principal genetic types related to effects of hydraulic dynamics, gaseous activity, soil mechanics, gravity and tectonism, respectively. Integrated analyses indicate that the geological hazards associated with volcanoes, earthquakes and fractures are mainly distributed in tectonically active regions, whereas those resulting from mudflows, landslides and diapirs are usually concentrated in the region of slope, that shallow gas, high pressure gas pockets and soft intercalations are major potential geological hazards in the inner shelf, and that strong hydraulic dynamics, especially storm tide, is one of the major causes of geological hazards in the littoral areas. The geological hazards that occurred in the South China Sea are also characterized by periodicity, succession and, to a certain extent, unpredictability in addition to regionalization. 展开更多
关键词 South China Sea geological hazards classification principle distribution pattern
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First-principle Calculation of the Properties of Ti_3SiC_2 被引量:1
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作者 DuanwenSHI YanchunZHOU 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2002年第2期146-148,共3页
The electronic and structural properties for Ti3SiC2 were studied using the first-principle calculation method. By using the calculated band structure and density of states, the high electrical conductivity of Ti3SiC2... The electronic and structural properties for Ti3SiC2 were studied using the first-principle calculation method. By using the calculated band structure and density of states, the high electrical conductivity of Ti3SiC2 are explained. The bonding character of Ti3SiC2 is analyzed in the map of charge density distribution. 展开更多
关键词 First-principle calculation TI3SIC2 Charge density distribution
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Distribution characteristics of historical earthquake classes in Jiangsu Province and South Huanghai Sea region
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作者 TIAN Jian-ming(田建明) +7 位作者 XU Xu(徐徐) XIE Hua-zhang(谢华章) YANG Yun(杨云) DING Zheng(丁政) 《Acta Seismologica Sinica(English Edition)》 CSCD 2004年第4期480-489,共10页
According to the analysis on the characteristics of historic earthquakes in Jiangsu Province and South Huanghai Sea region, the historical earthquakes in the studied area are divided into two kinds of comparatively sa... According to the analysis on the characteristics of historic earthquakes in Jiangsu Province and South Huanghai Sea region, the historical earthquakes in the studied area are divided into two kinds of comparatively safe class and comparatively dangerous class. Then the statistical result of earthquake class, the characteristics of geo-graphical distribution and geological structures are studied. The study shows: a) In Jiangsu Province and South Huanghai Sea region, the majority of historical strong earthquakes belong to comparatively safe class, only 13.8% belong to comparatively dangerous class; b) Most historical earthquakes belong to comparatively safe class in the land area of Jiangsu, eastern sea area of Yangtze River mouth and northern depression of South Huanghai Sea region. However, along the coast of middle Jiangsu Province and in the sea area of South Huanghai Sea, the distribution of historical earthquake classes is complex and the earthquake series of comparatively dan-gerous class and comparatively safe class are equivalent in number; c) In the studied area, the statistical results of historical earthquake classes and the characteristics of spatial distribution accord very well with the real case of present-day earthquake series. It shows that the seismic activity in the region has the characteristic of succession, and the result from this study can be used as a reference for early postseismic judgment in the earthquake emer-gency work in Jiangsu Province. 展开更多
关键词 historical earthquake principle for classification distribution characteristics Jiangsu Province South Huanghai Sea region
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Crystal structure of Mg_3Pd from first-principles calculations 被引量:2
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作者 邓永和 王桃芬 +3 位作者 张卫兵 唐璧玉 曾小勤 丁文江 《中国有色金属学会会刊:英文版》 EI CSCD 2008年第2期416-420,共5页
Crystal structure of Mg3Pd alloy was studied by first-principles calculations based on the density functional theory.The total energy,formation heat and cohesive energy of the two types of Mg3Pd were calculated to ass... Crystal structure of Mg3Pd alloy was studied by first-principles calculations based on the density functional theory.The total energy,formation heat and cohesive energy of the two types of Mg3Pd were calculated to assess the stability and the preferentiality.The results show that Mg3Pd alloy with Cu3P structure is more stable than Na3As structure,and Mg3Pd alloy is preferential to Cu3P structure.The obtained densities of states and charge density distribution for the two types of crystal structure were analyzed and discussed in combination with experimental findings for further discussion of the Mg3Pd structure. 展开更多
关键词 晶体结构 计算方法 合金
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Was Polchinski Wrong? Colombeau Distributional Rindler Space-Time with Distributional Levi-CivitàConnection Induced Vacuum Dominance. Unruh Effect Revisited
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作者 Jaykov Foukzon Alexander Potapov Elena Men’kova 《Journal of High Energy Physics, Gravitation and Cosmology》 2018年第2期361-440,共80页
The vacuum energy density of free scalar quantum field in a Rindler distributional space-time with distributional Levi-Cività connection is considered. It has been widely believed that, except in very extreme sit... The vacuum energy density of free scalar quantum field in a Rindler distributional space-time with distributional Levi-Cività connection is considered. It has been widely believed that, except in very extreme situations, the influence of acceleration on quantum fields should amount to just small, sub-dominant contributions. Here we argue that this belief is wrong by showing that in a Rindler distributional background space-time with distributional Levi-Cività connection the vacuum energy of free quantum fields is forced, by the very same background distributional space-time such a Rindler distributional background space-time, to become dominant over any classical energy density component. This semiclassical gravity effect finds its roots in the singular behavior of quantum fields on a Rindler distributional space-times with distributional Levi-Cività connection. In particular we obtain that the vacuum fluctuations have a singular behavior at a Rindler horizon . Therefore sufficiently strongly accelerated observer burns up near the Rindler horizon. Thus Polchinski’s account doesn’t violate the Einstein equivalence principle. 展开更多
关键词 VACUUM Energy Density Rindler distributional SPACE-TIME Levi-Cività CONNECTION Semiclassical Gravity Effect EINSTEIN EQUIVALENCE principle SPACE-TIME EINSTEIN EQUIVALENCE principle
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Phase equilibrium of Cd_(1-x)Zn_xS alloys studied by first-principles calculations and Monte Carlo simulations
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作者 张付珍 薛红涛 +3 位作者 汤富领 李小康 路文江 冯煜东 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第1期549-555,共7页
The first-principles calculations based on density functional theory combined with cluster expansion techniques and Monte Carlo (MC) simulations were used to study the phase diagrams of both wurtzite (WZ) and zinc... The first-principles calculations based on density functional theory combined with cluster expansion techniques and Monte Carlo (MC) simulations were used to study the phase diagrams of both wurtzite (WZ) and zinc-blende (ZB) Cdl_xZnxS alloys. All formation energies are positive for WZ and ZB Cdl-xZnxS alloys, which means that the Cdl-xZnxS alloys are unstable and have a tendency to phase separation. For WZ and ZB Cdl_xZnxS alloys, the consolute temperatures are 655 K and 604 K, respectively, and they both have an asymmetric miscibility gap. We obtained the spatial distributions of Cd and Zn atoms in WZ and ZB Cd0.sZn0.sS alloys at different temperatures by MC simulations. We found that both WZ and ZB phases of Cdo.sZn0.sS alloy exhibit phase segregation of Cd and Zn atoms at low temperature, which is consistent with the phase diagrams. 展开更多
关键词 first-principles calculation Monte Carlo simulations phase separation spatial distribution
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有限元仿真分析不同矫形方式治疗青少年特发性脊柱侧凸的生物力学特征
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作者 岳波 曹振华 +12 位作者 张云凤 许阳阳 金凤 苏宝科 王利东 王星 仝玲 刘清华 方源 沙丽蓉 王海燕 李筱贺 李志军 《中国组织工程研究》 CAS 北大核心 2025年第15期3129-3137,共9页
背景:青少年特发性脊柱侧凸不对称的生物力学环境会导致椎体进一步楔形变,严重时或可影响心肺功能,压迫神经。不同侧凸程度的青少年特发性脊柱侧凸应进行运动、支具或手术治疗,然而,因患者的个体差异性,选择不同矫形方式的力学机制仍不... 背景:青少年特发性脊柱侧凸不对称的生物力学环境会导致椎体进一步楔形变,严重时或可影响心肺功能,压迫神经。不同侧凸程度的青少年特发性脊柱侧凸应进行运动、支具或手术治疗,然而,因患者的个体差异性,选择不同矫形方式的力学机制仍不明确。目的:基于青少年特发性脊柱侧凸患者的脊柱模型,探究不同矫形方式治疗的生物力学机制,为临床治疗方式的选择提供依据。方法:基于1例青少年特发性脊柱侧凸患儿脊柱CT图像,于Mimics软件中三维重建出脊柱侧凸模型(C7-L5),在T8/T9胸廓处施加横向侧推力,在C7椎体上方施加纵向撑开力,力的大小为20,40,60,80,100,120 N,分析两种矫形方式下椎间盘凹凸侧应力、椎体凹凸侧位移和脊柱Cobb角变化。结果与结论:①横向侧推力下,C7T1-T7T8椎间盘应力无明显变化,T7T8-L4L5节段凹凸侧应力随着侧推力的增加先减小后增大,侧推力对T8T9附近节段的矫正效果明显,随着节段延伸至头端和尾端,矫正效果减弱;侧推120 N时,胸部Cobb角由53.2°变为32.5°,腰部Cobb角由50.2°变为43.9°;②纵向撑开力下,胸椎椎间盘应力先减小后增大,腰椎椎间盘应力均减小,C7位移最明显,节段延伸至尾端,矫正效果逐渐减弱;撑开力120 N时,胸部Cobb角由53.2°变为39.4°,腰部Cobb角由50.2°变为47.6°;③提示两种矫形方式均对脊柱侧凸程度有一定改善,胸部矫正大于腰部矫正,同时凹凸侧不对称的应力分布也得到改善,这有助于骨逐渐恢复正常生长;脊柱侧凸Cobb角较大时,适合采用纵向撑开方式,脊柱侧凸Cobb角较小时,适合采用横向侧推方式;研究结果有助于理解脊柱矫形机制并为矫形方式的选择提供理论依据。 展开更多
关键词 青少年特发性脊柱侧凸 横向侧推力 纵向撑开力 不对称应力分布 骨的机械调节原理 矫形生物力学
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Delay-dependent stability of linear multistep methods for differential systems with distributed delays 被引量:2
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作者 Yanpei WANG Yuhao CONG Guangda HU 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2018年第12期1837-1844,共8页
This paper deals with the stability of linear multistep methods for multidimensional differential systems with distributed delays. The delay-dependent stability of linear multistep methods with compound quadrature rul... This paper deals with the stability of linear multistep methods for multidimensional differential systems with distributed delays. The delay-dependent stability of linear multistep methods with compound quadrature rules is studied. Several new sufficient criteria of delay-dependent stability are obtained by means of the argument principle. An algorithm is provided to check delay-dependent stability. An example that illustrates the effectiveness of the derived theoretical results is given. 展开更多
关键词 differential system with distributed delays delay-dependent stability linear multistep method argument principle
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Distributed Energy Saving Mechanism Based on CoMP in LTE-A System 被引量:1
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作者 Fei Zheng Wenjing Li +2 位作者 Luoming Meng Peng Yu Lei Peng 《China Communications》 SCIE CSCD 2016年第7期39-47,共9页
To reduce the energy consumption of the LTE-A system,a distributed energy-saving mechanism based on Co MP(Co MPDESM) is proposed to solve the inadequate coverage problem under the dormant cells.First,the network is di... To reduce the energy consumption of the LTE-A system,a distributed energy-saving mechanism based on Co MP(Co MPDESM) is proposed to solve the inadequate coverage problem under the dormant cells.First,the network is divided into clusters based on the equivalent cell principle.Then,we transfer global optimization into a group of subproblems.Second,a joint processing-based cooperative cell selection model is constructed to determine cooperative cells and dormant cells.Third,the compensative cells with a determined threshold are selected to control users' access.Finally,a simulation is implemented in Matlab.Results show that the energy-saving rate can reach 36.4% and that the mechanism meets the network coverage requirement.Thus,joint processing can be effectively applied in an energy saving mechanism and used to improve the network performance of edge users without increasing transmission power. 展开更多
关键词 LTE-A distributed energy-saving mechanism CoMP equivalent cell principle energy-saving rate
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收入分配视角下唐宋之际两税法的制度变迁及启示
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作者 童光辉 王武林 《财经论丛》 CSSCI 北大核心 2024年第2期14-24,共11页
两税法改革开启了“以资产为宗”的新格局,其税制层面的公平性较“以人丁为本”的租庸调制有了明显改进,但政策实践中的赋税不均问题却依然突出。与此同时,“田制不立”和“不抑兼并”成为新的政策取向:一方面,土地交易更加活跃,土地占... 两税法改革开启了“以资产为宗”的新格局,其税制层面的公平性较“以人丁为本”的租庸调制有了明显改进,但政策实践中的赋税不均问题却依然突出。与此同时,“田制不立”和“不抑兼并”成为新的政策取向:一方面,土地交易更加活跃,土地占有趋于集中,富民阶层崛起;另一方面,租佃关系愈加发达,人身依附关系松弛,农民获得更多自由,在一定程度上促进了社会生产力的提高和农商经济的繁荣。当然,富民阶层存在着逃避赋税的强烈动机,而获得更多自由的农民在生产生活上也面临更大的风险。所以,国家需要采取土地清丈和建立以贫民下户为重点的因灾减免救济制度等措施来解决赋税不均问题。历史经验表明,在一定条件下,完备的产权保护制度与税收发挥调节收入分配作用是可以相兼容的,关键在于保护民众发展生产和创造财富的积极性的同时,采取有力措施来维护和落实税收公平原则。 展开更多
关键词 收入分配 唐宋之际 两税法 均平原则 资产税
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合作博弈两类组合解的社会可接受性
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作者 孙攀飞 孙浩 《运筹学学报(中英文)》 CSCD 北大核心 2024年第3期121-131,共11页
如何寻求公平合理的分配方案(即博弈的解)是合作博弈的重要研究内容,依据博弈参与者边际贡献的分配原则和考虑参与者内在联系的社会性分配原则被广泛应用于博弈解的定义。不同的博弈组合解往往同时体现了这两类分配原则。针对现有组合... 如何寻求公平合理的分配方案(即博弈的解)是合作博弈的重要研究内容,依据博弈参与者边际贡献的分配原则和考虑参与者内在联系的社会性分配原则被广泛应用于博弈解的定义。不同的博弈组合解往往同时体现了这两类分配原则。针对现有组合解中组合参数的外生性以及缺乏合理性解释的问题,本文利用博弈解的社会可接受性,主要研究了基于Shapley值、Solidarity值、ENSC值以及均分值的两类组合解,给出了组合解中参数范围选取的充分(必要)条件,阐明了不同社会可接受性之间的关系,揭示了组合系数对博弈参与者行为的影响。 展开更多
关键词 合作博弈 分配原则 组合解 社会可接受性
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An Isolation Principle Based Distributed Anomaly Detection Method in Wireless Sensor Networks 被引量:3
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作者 Zhi-Guo Ding Da-Jun Du Min-Rui Fei 《International Journal of Automation and computing》 EI CSCD 2015年第4期402-412,共11页
Anomaly detection plays an important role in ensuring the data quality in wireless sensor networks(WSNs).The main objective of the paper is to design a light-weight and distributed algorithm to detect the data collect... Anomaly detection plays an important role in ensuring the data quality in wireless sensor networks(WSNs).The main objective of the paper is to design a light-weight and distributed algorithm to detect the data collected from WSNs effectively.This is achieved by proposing a distributed anomaly detection algorithm based on ensemble isolation principle.The new method offers distinctive advantages over the existing methods.Firstly,it does not require any distance or density measurement,which reduces computational burdens significantly.Secondly,considering the spatial correlation characteristic of node deployment in WSNs,local sub-detector is built in each sensor node,which is broadcasted simultaneously to neighbor sensor nodes.A global detector model is then constructed by using the local detector model and the neighbor detector model,which possesses a distributed nature and decreases communication burden.The experiment results on the labeled dataset confirm the effectiveness of the proposed method. 展开更多
关键词 distributed anomaly detection isolation principle light-weight method ensemble learning wireless sensor networks(WSNs)
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