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基于粗糙集与支持向量机的分类算法 被引量:8
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作者 邓九英 杜启亮 +1 位作者 毛宗源 姚琛 《华南理工大学学报(自然科学版)》 EI CAS CSCD 北大核心 2008年第5期123-127,共5页
针对高维大样本环境下支持向量机训练算法面临的耗时增大与维数灾问题,将序列最小优化算法(SMO)与粗糙集(RS)的数据处理功能相结合,提出一种新的基于粗糙集与支持向量机的分类算法RS-SMO.该算法依据属性的重要性对数据集作属性约简,用... 针对高维大样本环境下支持向量机训练算法面临的耗时增大与维数灾问题,将序列最小优化算法(SMO)与粗糙集(RS)的数据处理功能相结合,提出一种新的基于粗糙集与支持向量机的分类算法RS-SMO.该算法依据属性的重要性对数据集作属性约简,用粗糙边界集法生成类边界集作为SMO的训练子集,使训练集比原始训练集的维数与规模都有一定程度的减少,可构造出具有较好时空性能的算法.实验结果表明,RS-SMO算法能实现结构风险最小化,且性能优于SMO算法. 展开更多
关键词 粗糙集 支持向量机 分解算法 属性约简 边界集 时空性能
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基于依赖度求解属性约简的方法 被引量:2
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作者 孟庆全 金传山 +1 位作者 梅灿华 胡学钢 《安徽大学学报(自然科学版)》 CAS 北大核心 2008年第4期32-35,共4页
针对传统属性集和依赖度概念的局限性,定义了新的属性集和依赖度概念,通过不同的多属性集依赖度的研究,给出了从属性集依赖度出发求解属性约简和核的方法,即依赖度法,开辟了独立于分辨矩阵法之外又一新途径.研究表明,依赖度法的时空性... 针对传统属性集和依赖度概念的局限性,定义了新的属性集和依赖度概念,通过不同的多属性集依赖度的研究,给出了从属性集依赖度出发求解属性约简和核的方法,即依赖度法,开辟了独立于分辨矩阵法之外又一新途径.研究表明,依赖度法的时空性能比分辨矩阵法更加优越. 展开更多
关键词 粗糙集 属性集 依赖度法 时空性能
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两级哈希表存储模式的高效多模式匹配算法 被引量:2
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作者 殷荣网 邵安贤 庞京玉 《控制工程》 CSCD 北大核心 2016年第3期394-399,共6页
为了弥补多字符串模式匹配效率低下的缺陷,给出了一种基于双哈希表的多模式匹配算法。这个算法通过两个相关联的哈希表对模式串进行存储,同时采用一个转移表将发生失配时的跳跃距离存储。处于匹配阶段时:如果模式串无公共前缀,那么仅仅... 为了弥补多字符串模式匹配效率低下的缺陷,给出了一种基于双哈希表的多模式匹配算法。这个算法通过两个相关联的哈希表对模式串进行存储,同时采用一个转移表将发生失配时的跳跃距离存储。处于匹配阶段时:如果模式串无公共前缀,那么仅仅于第一个哈希表中进行查找;如果模式串有公共前缀,那么就在两个哈希表中顺序查找。经分析发现,此算法在最短模式串长度很长的环境中尤为适用,相对于经典算法,其时间复杂度较低,且其尝试次数也比较少。最后经实验可以证明,该算法具备较好的时空性能。 展开更多
关键词 哈希表 模式串 多模式匹配算法 时空性能
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THT-MSMA:基于双哈希表的高效多模式匹配算法
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作者 魏利峰 纪建伟 +1 位作者 王颖 王晓斌 《计算机应用研究》 CSCD 北大核心 2016年第2期431-434,共4页
针对已有模式匹配技术的不足进行研究,提出了THT-MSMA多模式匹配算法,该算法采用双哈希表来减少尝试比较的次数。当模式串没有公共前缀,则只需在第一个哈希表中查找;若模式串有公共前缀,则需要在两个哈希表中依次进行查找。分析表明,该... 针对已有模式匹配技术的不足进行研究,提出了THT-MSMA多模式匹配算法,该算法采用双哈希表来减少尝试比较的次数。当模式串没有公共前缀,则只需在第一个哈希表中查找;若模式串有公共前缀,则需要在两个哈希表中依次进行查找。分析表明,该算法适合于最短模式串长度很长的环境,时间复杂度要低于经典的算法,尝试比较次数少于传统的多模式匹配算法。实验结果表明,THT-MSMA算法具有良好的时空性能。 展开更多
关键词 哈希表 模式串 多模式匹配算法 时空性能
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分辨矩阵构成与约简同步的方法
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作者 梅灿华 孟庆全 +1 位作者 祁炯 李明 《安徽工程科技学院学报(自然科学版)》 2008年第2期56-58,共3页
针对粗集理论中分辨矩阵方法的缺陷,分析了这种方法3个过程的时间-空间性能,提出了被析取的矩阵元素不参与分辨矩阵的构成,即分辨矩阵的构成与与属性约简同步的方法,减少分辨矩阵的元素数和中间数据占用的磁盘空间,提高了数据挖掘的速度... 针对粗集理论中分辨矩阵方法的缺陷,分析了这种方法3个过程的时间-空间性能,提出了被析取的矩阵元素不参与分辨矩阵的构成,即分辨矩阵的构成与与属性约简同步的方法,减少分辨矩阵的元素数和中间数据占用的磁盘空间,提高了数据挖掘的速度.通过实验验证了该方法时间-空间性能上的优越性. 展开更多
关键词 分辨矩阵 构成 约简 同步 时空性能
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基于参数评估的可调节式分组流分类算法 被引量:1
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作者 曹婷 龚向阳 《北京邮电大学学报》 EI CAS CSCD 北大核心 2007年第4期60-63,143,共5页
基于决策树的启发式流分类算法目标是建立结点数目尽可能少、树深度尽可能小的数据结构,从而获得较优的时空性能,据此理论提出的基于参数评估的可调节式流分类算法(PEA),一方面沿袭目前主流的决策树类流分类算法思想;一方面引入性能参... 基于决策树的启发式流分类算法目标是建立结点数目尽可能少、树深度尽可能小的数据结构,从而获得较优的时空性能,据此理论提出的基于参数评估的可调节式流分类算法(PEA),一方面沿袭目前主流的决策树类流分类算法思想;一方面引入性能参数的概念,并采取调节参数权值的方式获得性能最佳的数据结构.测试结果表明,相同条件下本算法对比同类算法能获得更优的性能结果. 展开更多
关键词 分组流分类 决策树 时空性能 参数评估
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150 000 DWT 油船空调系统设计
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作者 蔡劲松 《船舶》 北大核心 2000年第3期42-44,47,共4页
本文是实船空调制冷系统设计与实践的回顾和总结。文中不赘述设计的过程和计算公式 ,仅阐述了空调系统风量和冷量的选定 ,阐明空调风管系统设计的特点 ,并介绍了空调螺杆冷凝机组的设备配置。
关键词 空调系统 螺杆冷凝机组 设备配置 时空性能 油船
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Performance Evaluation of Space-Time Spreading and Orthogonal Transmit Diversity
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作者 邬钢 许昌龙 +1 位作者 王海峰 程时昕 《Journal of Southeast University(English Edition)》 EI CAS 2002年第1期6-12,共7页
Space-time spreading (STS) and orthogonal transmit diversity (OTD) are towtransmit diversity schemes proposed by cdma2000 standard. In this paper, performance comparisonanalysis of the two transmits diversity schemes ... Space-time spreading (STS) and orthogonal transmit diversity (OTD) are towtransmit diversity schemes proposed by cdma2000 standard. In this paper, performance comparisonanalysis of the two transmits diversity schemes in multipath channel under multiuser situation arecarried out. Link level simulation in forward link cdma2000 is performed in IMT-2000 channel.Performance analysis and simulation results show that the performance improvement provided STS overOTD decreases as the increase of propagation path number and decrease of the user number. 展开更多
关键词 space-time spreading orthogonal transmit diversity CDMA2000
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AN ENHANCED DETECTION ALGORITHM FOR V-BLAST SYSTEM
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作者 Su Xin Yi Kechu Tian Bin Sun Yongjun 《Journal of Electronics(China)》 2006年第5期773-776,共4页
A decoding method complemented by Maximum Likelihood (ML) detection for V-BLAST (Verti- cal Bell Labs Layered Space-Time) system is presented. The ranked layers are divided into several groups. ML decoding is performe... A decoding method complemented by Maximum Likelihood (ML) detection for V-BLAST (Verti- cal Bell Labs Layered Space-Time) system is presented. The ranked layers are divided into several groups. ML decoding is performed jointly for the layers within the same group while the Decision Feedback Equalization (DFE) is performed for groups. Based on the assumption of QPSK modulation and the quasi-static flat fading channel, simulations are made to testify the performance of the proposed algorithm. The results show that the algorithm outperforms the original V-BLAST detection dramatically in Symbol Error Probability (SEP) per- formance. Specifically, Signal-to-Noise Ratio (SNR) improvement of 3.4dB is obtained for SEP of 10?2 (4×4 case), with a reasonable complexity maintained. 展开更多
关键词 Multi-Input Multi-Output (MIMO) Vertical Bell Labs Layered Space-Time (V-BLAST) Maximum Likelihood (ML) detection Decision Feedback Equalization (DFE)
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COST:Coding over Spatial-Temporal Diversity for Low-Duty-Cycle WSNs
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作者 闫宇博 杨盘隆 +2 位作者 张磊 何源 郭得科 《China Communications》 SCIE CSCD 2011年第1期35-42,共8页
In low-duty-cycle wireless sensor networks,designers have to cope with unreliable links and limited communication capacity.In this work,we propose COST,a coding scheme that leverages spatial-temporal diversity to achi... In low-duty-cycle wireless sensor networks,designers have to cope with unreliable links and limited communication capacity.In this work,we propose COST,a coding scheme that leverages spatial-temporal diversity to achieve higher energy efficiency and lower delay of packet transmissions.We particularly address long sleeping intervals in low-duty-cycle networks by exploiting multi-path diversity.Specifically,we propose to employ an erasure-coding scheme to improve reliability.With respect to energy efficiency and delivery timeliness,we formulate the problem in optimal allocation of coded blocks over multiple paths,which is then proved to be NP-hard.We further propose a near-optimal algorithm to solve the allocation problem.Through extensive simulations,we evaluate the impact of network parameters and demonstrate the effectiveness of our proposal. 展开更多
关键词 low-duty-cycle MULTI-PATH CODING wireless sensor network
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Experimental Investigation of Solar Chimney Power Plant
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作者 Oboetswe Motsamai Lesedi Bafetanye +1 位作者 Kobamelo Mashaba Oaitse Kgaswane 《Journal of Energy and Power Engineering》 2013年第10期1980-1984,共5页
The paper investigated the performance of a solar chimney, by measuring the chimney air temperature and velocity. A short solar chimney prototype was designed and constructed at Botswana Technology Center. A wind turb... The paper investigated the performance of a solar chimney, by measuring the chimney air temperature and velocity. A short solar chimney prototype was designed and constructed at Botswana Technology Center. A wind turbine was installed to rotate a small DC generator. Temperatures and velocities were measured at different times of the day with thermocouples and hotwire anemometer, respectively. Irradiance was measured with pyranometer. A Delta-T data logger was used to store data at intervals of 30 s. Various graphs depicting the influence of irradiance on temperature, velocity and power have been plotted. Irradiance was found to affect the chimney temperature and subsequently affects chimney air velocity and power produced. Ambient air (wind) velocity was found to have influence on the performance of the solar chimney by increasing chimney air velocity. 展开更多
关键词 Solar chimney PERFORMANCE TURBINE TEMPERATURE velocity.
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Delimiting Ecological Space and Simulating Spatial-temporal Changes in Its Ecosystem Service Functions based on a Dynamic Perspective: A Case Study on Qionglai City of Sichuan Province, China 被引量:1
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作者 OU Dinghua WU Nengjun +6 位作者 LI Yuanxi MA Qing ZHENG Siyuan LI Shiqi YU Dongrui TANG Haolun GAO Xuesong 《Journal of Resources and Ecology》 CSCD 2022年第6期1128-1142,共15页
Delimiting ecological space scientifically and making reasonable predictions of the spatial-temporal trend of changes in the dominant ecosystem service functions(ESFs) are the basis of constructing an ecological prote... Delimiting ecological space scientifically and making reasonable predictions of the spatial-temporal trend of changes in the dominant ecosystem service functions(ESFs) are the basis of constructing an ecological protection pattern of territorial space, which has important theoretical significance and application value. At present, most research on the identification, functional partitioning and pattern reconstruction of ecological space refers to the current ESFs and their structural information, which ignores the spatial-temporal dynamic nature of the comprehensive and dominant ESFs, and does not seriously consider the change simulation in the dominant ESFs of the future ecological space. This affects the rationality of constructing an ecological space protection pattern to some extent. In this study, we propose an ecological space delimitation method based on the dynamic change characteristics of the ESFs, realize the identification of the ecological space range in Qionglai City and solve the problem of ignoring the spatial-temporal changes of ESFs in current research. On this basis, we also apply the Markov-CA model to integrate the spatial-temporal change characteristics of the dominant ESFs, successfully realize the simulation of the spatial-temporal changes in the dominant ESFs in Qionglai City’s ecological space in 2025, find a suitable method for simulating ecological spatial-temporal changes and also provide a basis for constructing a reasonable ecological space protection pattern. This study finds that the comprehensive quantity of ESF and its annual rate of change in Qionglai City show obvious dynamics, which confirms the necessity of considering the dynamic characteristics of ESFs when identifying ecological space. The areas of ecological space in Qionglai city represent 98307 ha by using the ecological space identification method proposed in this study, which is consistent with the ecological spatial distribution in the local ecological civilization construction plan. This confirms the reliability of the ecological space identification method based on the dynamic characteristics of the ESFs. The results also show that the dominant ESFs in Qionglai City represented strong non-stationary characteristics during 2003–2019,which showed that we should fully consider the influence of the dynamics in the dominant ESFs on the future ESF pattern during the process of constructing the ecological spatial protection pattern. The Markov-CA model realized the simulation of spatial-temporal changes in the dominant ESFs with a high precision Kappa coefficient of above 0.95, which illustrated the feasibility of using this model to simulate the future dominant ESF spatial pattern. The simulation results showed that the dominant ESFs in Qionglai will still undergo mutual conversions during 2019–2025 due to the effect of the their non-stationary nature. The ecological space will still maintain the three dominant ESFs of primary product production, climate regulation and hydrological regulation in 2025, but their areas will change to 32793 ha, 52490 ha and 13024 ha, respectively. This study can serve as a scientific reference for the delimitation of the ecological conservation redline, ecological function regionalization and the construction of an ecological spatial protection pattern. 展开更多
关键词 ecological space dominant ecosystem service functions(ESFs) dynamicity spatial-temporal change simulation Markov-CA model
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