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非负拉格朗日松弛优化的子空间聚类算法
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作者 朱东霞 贾洪杰 黄龙霞 《西安电子科技大学学报》 EI CAS CSCD 北大核心 2024年第1期100-113,共14页
传统的子空间聚类和谱聚类中普遍使用谱松弛方法聚类,需要先计算拉普拉斯矩阵的特征向量。特征向量中包含负数,根据元素的正负可以直接得到二类聚类的结果。对于多类聚类问题,需要递归地进行二划分,或在特征向量空间中使用k-means算法聚... 传统的子空间聚类和谱聚类中普遍使用谱松弛方法聚类,需要先计算拉普拉斯矩阵的特征向量。特征向量中包含负数,根据元素的正负可以直接得到二类聚类的结果。对于多类聚类问题,需要递归地进行二划分,或在特征向量空间中使用k-means算法聚类,分配类簇标签是间接的,这种后处理的聚类方式会增加聚类结果的不稳定性。针对谱松弛的问题,提出了一种非负拉格朗日松弛优化的子空间聚类算法,在目标函数中集成了自表示学习和秩约束。通过非负拉格朗日松弛来求解相似性矩阵和隶属矩阵,并保持隶属矩阵的非负性。在这种情况下,原来的隶属矩阵就变成了类簇的后验概率,当算法收敛时,只需将数据点分配给具有最大后验概率的类簇,即可得到聚类结果。与已有的子空间聚类和谱聚类方法相比,所提出的算法设计了新的优化规则,可以实现类簇标签的直接分配,不需要额外的聚类步骤。最后,给出了算法的收敛性证明。在5个基准聚类数据集上的大量实验表明,所提算法的聚类性能优于近几年来的子空间聚类方法。 展开更多
关键词 聚类算法 自表示 优化 拉格朗松弛 子空间聚类
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解析河姆渡遗址双鸟负日中“双鸟”的文化意涵 被引量:2
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作者 杨敬娜 《成都师范学院学报》 2015年第2期104-109,共6页
金乌负日中"三足乌"的神圣性,源于尚东意识。河姆渡遗址出土的双鸟负日中的"双鸟"的文化意义在于代表东西方向,表明了太阳的日出日落的循环往复,其中隐含的是稻作民对永恒生命的渴望,和由太阳循环确立起来的循环的... 金乌负日中"三足乌"的神圣性,源于尚东意识。河姆渡遗址出土的双鸟负日中的"双鸟"的文化意义在于代表东西方向,表明了太阳的日出日落的循环往复,其中隐含的是稻作民对永恒生命的渴望,和由太阳循环确立起来的循环的时间生命观念。而日本的神社中"鸟居"最初由于受到古苗族和古越族的双重影响,"鸟居"上的鸟的数量或许也只有两只。 展开更多
关键词 双鸟 双鸟 千木 鸟居
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欧日负利率:良药还是麻药? 被引量:1
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作者 孙榕 《中国金融家》 2016年第5期85-87,共3页
最近,分处两个半球的两块广告牌颠覆了人们对传统金融消费的认知。在德国街头,一块广告牌并不夺目,却总让人们放慢脚步。这是一家名为桑坦德消费银行(Santander ConsumerBank AG)的机构和一家德国家具店Who's perfect联合推出的一项... 最近,分处两个半球的两块广告牌颠覆了人们对传统金融消费的认知。在德国街头,一块广告牌并不夺目,却总让人们放慢脚步。这是一家名为桑坦德消费银行(Santander ConsumerBank AG)的机构和一家德国家具店Who's perfect联合推出的一项消费信贷计划。 展开更多
关键词 金融消费 信贷计划 日负 贷款利率 桑坦德 perfect 存款利率 本股市 资金净流出 固定收益资产
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奶牛围产前期钙的稳态和负DCAD日粮的应用 被引量:1
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作者 李岩 付瑶 +1 位作者 陈勇 魏政 《中国农学通报》 2021年第35期88-92,共5页
围产期是奶牛泌乳周期乃至一生中最为关键的阶段,围产期的饲养管理对奶牛整个泌乳期的产奶性能、繁殖性能和健康状况都有影响。鉴于围产期奶牛的营养和生理研究的不断深入,尤其是奶牛围产前期钙的稳态得到越来越多的关注,负日粮阴阳离子... 围产期是奶牛泌乳周期乃至一生中最为关键的阶段,围产期的饲养管理对奶牛整个泌乳期的产奶性能、繁殖性能和健康状况都有影响。鉴于围产期奶牛的营养和生理研究的不断深入,尤其是奶牛围产前期钙的稳态得到越来越多的关注,负日粮阴阳离子差(dietary cation-anion difference, DCAD)日粮,即阴离子日粮作为一种有益的探索在国外牛场获得大规模推广应用,本文在综合阐述钙的稳态、吸收、释放规律和负DCAD日粮的特征的基础上,对负DCAD日粮的应用提出生产上的建议:在合理的干物质采食量(dry matter intake, DMI)基础上,目前普遍使用负DCAD日粮和高钙水平相结合,设定-100~-150 meq/kg的DCAD水平,配合0.4%左右的高镁含量和低磷水平,对应尿液应该在pH 5.5~6.5。 展开更多
关键词 围产期 奶牛 DCAD 低血钙症 生产应用
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Effects of internal tidal dissipation and self-attraction and loading on semidiurnal tides in the Bohai Sea, Yellow Sea and East China Sea: a numerical study 被引量:5
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作者 滕飞 方国洪 徐晓庆 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2017年第5期987-1001,共15页
A parameterized internal tide dissipation term and self-attraction and loading(SAL) tide term are introduced in a barotropic numerical model to investigate the dynamics of semidiurnal tidal constituents M_2 and S_2 in... A parameterized internal tide dissipation term and self-attraction and loading(SAL) tide term are introduced in a barotropic numerical model to investigate the dynamics of semidiurnal tidal constituents M_2 and S_2 in the Bohai Sea, Yellow Sea and East China Sea(BYECS). The optimal parameters for bottom friction and internal dissipation are obtained through a series of numerical computations. Numerical simulation shows that the tide-generating force contributes 1.2% of M_2 power for the entire BYECS and up to 2.8% for the East China Sea deep basin. SAL tide contributes 4.4% of M_2 power for the BYECS and up to 9.3% for the East China Sea deep basin. Bottom friction plays a major role in dissipating tidal energy in the shelf regions, and the internal tide eff ect is important in the deep water regions. Numerical experiments show that artifi cial removal of tide-generating force in the BYECS can cause a signifi cant dif ference(as much as 30 cm) in model output. Artifi cial removal of SAL tide in the BYECS can cause even greater diff erence, up to 40 cm. This indicates that SAL tide should be taken into account in numerical simulations, especially if the tide-generating force is considered. 展开更多
关键词 TIDES tidal energy internal tide dissipation self-attraction and loading tide Bohai Yellow and East China Seas (BYECS)
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Economic Load Dispatch with Daily Load Patterns Using Particle Swarm Optimization 被引量:1
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作者 Nattachote Rugthaicharoenchep Somkieat Thongkeaw 《Journal of Energy and Power Engineering》 2012年第10期1718-1724,共7页
ELD (economic load dispatch) problem is one of the essential issues in power system operation. The objective of solving ELD problem is to allocate the generation output of the committed generating units. The main co... ELD (economic load dispatch) problem is one of the essential issues in power system operation. The objective of solving ELD problem is to allocate the generation output of the committed generating units. The main contribution of this work is to solve the ELD problem concerned with daily load pattern. The proposed solution technique, developed based PSO (particle swarm optimization) algorithm, is applied to search for the optimal schedule of all generations units that can supply the required load demand at minimum fuel cost while satisfying all unit and system operational constraints. The performance of the developed methodology is demonstrated by case studies in test system of six-generation units. The results obtained from the PSO are compared to those achieved from other approaches, such as QP (quadratic programming), and GA (genetic algorithm). 展开更多
关键词 Economic dispatch daily load patterns particle swarm optimization.
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Effects of Channelization on Fish Biomass in River Ecosystems
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作者 Scott S. Knight R.F. Cullum +1 位作者 F.D. Shields Jr. P.C. Smiley 《Journal of Environmental Science and Engineering(A)》 2012年第8期980-985,共6页
Channel straightening in a naturally meandering river is a common historical trigger of channel incision which typically results in stream bank destabilization. Several of the larger river systems in the upland portio... Channel straightening in a naturally meandering river is a common historical trigger of channel incision which typically results in stream bank destabilization. Several of the larger river systems in the upland portion of the Yazoo River Basin have subjected channelization resulting in profound changes in the physical and geomorphological characteristics of these systems. Fish were sampled using electroshocking gear and hoop nets to evaluate the impact of stream bank destabilization and loss of habitat heterogeneity resulting from channelization on fish communities. While distinct differences in the fish communities were evident, only the Skuna appeared to have characteristics of a damaged system. More than 95% of the biomass was comprised of species reaching an adult length of less than 300 mm. The lotic omnivorous fishes that dominated the biomass from Skuna are often associated with smaller streams rather than rivers. Furthermore, 72% of the catch consisted of fish preferring littoral zone habitats. The shallow depth and lack of woody debris in Skuna provided a selective advantage for smaller species of fish that could use shoreline habitats as protection from the current. Based on results from the Skuna River, channel straightening that leads to channel incision, bank failure and over widening provide habitats too shallow to support a community of fishes typical of northern Mississippi riverine system. This information may be useful in making comparison of damaged riverine ecosystems and assist managers in determining impairment and success in the TMDL (Total Maximum Daily Load) process. 展开更多
关键词 Channel incision channel straightening fish biomass.
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负暄闭目坐 和气生肌肤
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作者 华振鹤 《光彩》 2000年第2期56-57,共2页
关键词 紫外线 电磁波 机体
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虚白室诗拾
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作者 虞愚 《法音》 1981年第4期36-,共1页
关键词 虚白室 真禅 孤怀 石坛 日负 历劫 春回 传音 书赋 诸上
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A new solution for topology optimization problems with multiple loads:The guide-weight method 被引量:22
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作者 LIU XinJun LI ZhiDong CHEN Xiang 《Science China(Technological Sciences)》 SCIE EI CAS 2011年第6期1505-1514,共10页
The guide-weight method is introduced to solve two kinds of topology optimization problems with multiple loads in this paper.The guide-weight method and its Lagrange multipliers' solution methods are presented fir... The guide-weight method is introduced to solve two kinds of topology optimization problems with multiple loads in this paper.The guide-weight method and its Lagrange multipliers' solution methods are presented first,and the Lagrange multipliers' soution method of problems with multiple constraints is improved by the dual method.Then the iterative formulas of the guide-weight method for topology optimization problems of minimum compliance and minimum weight are derived and coresponding numerical examples are calculated.The results of the examples exhibits that when the guide-weight method is used to solve topology optimization problems with multiple loads,it works very well with simple iterative formulas,and has fast convergence and good solution.After comparison with the results calculated by the SCP method in Ansys,one can conclude that the guide-weight method is an effective method and it provides a new way for solving topology optimization problems. 展开更多
关键词 topology optimization guide-weight method multiple loads dual method
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