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面向高维数据环境的个性化推荐质量控制模型研究
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作者 宋梅青 《现代情报》 CSSCI 2019年第11期23-29,共7页
[目的/意义]在高维数据环境下,推荐的精准度和实时性存在相互制约的现象。如何在精准度与实时性之间取得平衡,实现对推荐质量的有效控制是值得研究的问题。[方法/过程]本文首先分析了高维数据环境的成因及其对推荐质量的影响,在此基础... [目的/意义]在高维数据环境下,推荐的精准度和实时性存在相互制约的现象。如何在精准度与实时性之间取得平衡,实现对推荐质量的有效控制是值得研究的问题。[方法/过程]本文首先分析了高维数据环境的成因及其对推荐质量的影响,在此基础上构建了一种个性化推荐质量控制模型,该模型先评估推荐质量在精准度和实时性两个方面的损失,再结合应用环境,得到相应的质量控制策略。[结果/结论]实验分析的结果证明该模型可以在高维数据环境下实现对推荐质量的有效控制,让推荐系统可以更好地适应不同的应用环境。 展开更多
关键词 高维数据环境 大数据 个性化推荐 推荐质量 控制 模型 应用环境
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Radial Based Probabilistic Roadmap Motion Planning Method in Sparse Environment
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作者 高春晓 刘玉树 郑军 《Journal of Beijing Institute of Technology》 EI CAS 2002年第1期89-92,共4页
A new dynamic path planning method in high dimensional workspace, radial based probabilistic roadmap motion (RBPRM) planning method, is presented. Different from general probabilistic roadmap motion planning methods, ... A new dynamic path planning method in high dimensional workspace, radial based probabilistic roadmap motion (RBPRM) planning method, is presented. Different from general probabilistic roadmap motion planning methods, it uses straight lines as long as possible to construct a path graph, so the final path obtained from the graph is relatively shorter and straighter. Experimental results show the efficiency of the algorithm in finding shorter paths in sparse environment. 展开更多
关键词 path planning probabilistic roadmap method collision avoidance ROBOTICS virtual reality
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Environmental Impacts of Feeding High-fiber Diet to Pigs
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作者 Abraham Woldeghebriel Shanequa Smitth +2 位作者 Teo Barios Brad Pope Sebhatu Gebrelul 《Journal of Agricultural Science and Technology(A)》 2013年第1期60-65,共6页
The concentration of volatile fatty acids (VFA) determined from a previous study was used to determine the concentration of carbon dioxide (CO2) and methane (CH4) in pig digesta using the model developed for rum... The concentration of volatile fatty acids (VFA) determined from a previous study was used to determine the concentration of carbon dioxide (CO2) and methane (CH4) in pig digesta using the model developed for ruminant animals. Digesta from the stomach, cecum and colon of pigs (n = 3 dietl) were used for the determination of VFA. The pigs were fed either a low fiber diet (LFD; 8.3% aNDF) as control, or one of the high-fiber diets (HFD, 22.4% aNDF; D1, D2 and D3) containing 1:2, 1:1 and 2:1, oats to barley ratios, respectively. Results indicated that the concentrations of CO2 and CH4 in pigs fed HFD were, on the average, 25.8 and 24.2%, respectively lower (P 〈 0.05) than pigs fed LFD. Pigs fed the highest oat to barley ratio also showed higher (P 〈 0.05) levels of CO2, (8.3%) and CH4 (5.1%), compared to the average of the two lower ratios (CO2, 5.3% and CH4, 3.3%). Molar proportions of VFA, CO2 and CH4 in the gut were in the order of VFA 〉 CO2 〉 CH4, at 53.0%, 28.6% and 18.4%, respectively, and CO2 and CH4 combined represented 47% of total gas. 展开更多
关键词 Environment FIBER METHANE PIG volatile fatty acids.
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Analysis of Electrical and Non-electrical Causes of Variable Frequency Drive Failures
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作者 Osama A. Al-Naseem Mohamed A. EI-Sayed 《Journal of Energy and Power Engineering》 2014年第4期693-701,共9页
VFDs (variable frequency drives) are an integral part of many industrial plants and stations. Reliable operation and maintenance of these drives is vital to ensure sustained plant operation and availability. Underst... VFDs (variable frequency drives) are an integral part of many industrial plants and stations. Reliable operation and maintenance of these drives is vital to ensure sustained plant operation and availability. Understanding of the principles of operation of VFD systems as well as knowledge about their required operating environment is necessary for all operating personnel. Many times the operating personnel do not get involved with different technical issues until a complete failure has occurred. Hence, the awareness of the most dominant failure causes has a significant impact on assisting operators to avoid catastrophic failures and tremendous economic losses due to VFD shutdown. Proper plant design, accurate monitoring and data logging, following manufacturer preventive maintenance schedule, and choosing qualified team of operators can be the key to an efficient operation and a long lifetime for any VFD system. In this paper, we have analyzed the electrical and non-electrical causes of VFD failures based on a case study of a typical medium voltage VFD pumping station. Finally, recommendations are given from field analysis and observations. 展开更多
关键词 VFDs (variable speed drives) ASD (adjustable speed drive) electrical fault causes non-electrical fault causes SCADA twelve-pulse power electric inverter rectifier flashover inverter short-circuit.
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自适应的Dantzig选择器的渐近性质研究
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作者 盖玉洁 李锋 +2 位作者 尹钊 林路 朱力行 《中国科学:数学》 CSCD 北大核心 2017年第7期869-886,共18页
本文首先研究当变量个数p较大、甚至关于样本n指数速度增长时,高维稀疏线性回归模型下适应的Dantzig选择器估计量的渐近性问题.作为适应的Dantzig选择器的权重,当回归系数的初始估计取为某常数的相合估计时,在一些常规条件下,本文证明... 本文首先研究当变量个数p较大、甚至关于样本n指数速度增长时,高维稀疏线性回归模型下适应的Dantzig选择器估计量的渐近性问题.作为适应的Dantzig选择器的权重,当回归系数的初始估计取为某常数的相合估计时,在一些常规条件下,本文证明了适应的Dantzig选择器具有Oracle性质.对于p≤n和p>n两种情形,本文也分别给出了易于实现的初始估计量.最后通过模拟验证了前面的理论结果. 展开更多
关键词 适应的Dantzig选择器 Oracle性质 模型选择相合性 高维环境
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