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基于分形理论的股票时序数据离群模式挖掘研究 被引量:4
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作者 孙金花 冯英浚 胡健 《运筹与管理》 CSCD 2008年第5期135-140,共6页
针对股票时间序列的特点,从离群点对股票时序数据有序性的影响角度出发,在界定分形离群点含义的基础上,利用分形理论将离群模式挖掘理解为一个优化分割问题。采用推广G-P(Grassberger-Procaccia)算法计算股票时间序列数据集的多重分形... 针对股票时间序列的特点,从离群点对股票时序数据有序性的影响角度出发,在界定分形离群点含义的基础上,利用分形理论将离群模式挖掘理解为一个优化分割问题。采用推广G-P(Grassberger-Procaccia)算法计算股票时间序列数据集的多重分形广义维数,并利用贪婪算法的思想设计了FT-Greedy算法来求解基于分形理论的时间序列离群模式挖掘优化问题的解集。实验证明,该方法能有效地解决股票时间序列离群模式挖掘问题。 展开更多
关键词 数据挖掘 离群模式挖掘 分型理论 股票时序数据
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基于分形理论的国内大停电分析 被引量:14
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作者 项胜 何怡刚 吴可汗 《电工技术学报》 EI CSCD 北大核心 2013年第S2期367-371,共5页
在自组织临界理论和分形理论的基础上,采用分形理论分析和研究了中国近些年大停电观测的时间序列数据,给出了国内大停电的规模分布的分形分维特征,建立了一个关于大停电频度与损失负荷的模型,推导出了简单适用的预测函数。
关键词 分型理论 停电
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人格与癌症、冠心病关系研究的新进展
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作者 俞磊 《心理科学进展》 CSSCI CSCD 1994年第2期40-44,61,共6页
鉴于其极为明显的理论和应用价值,人格与疾病关系的研究,特别是癌症人格与冠心病人格的研究,近几十年来始终是心理学热点领域之一。但由于研究范式、测量技术等方面的问题,至今绝大多数研究存在严重局限。Eysenck、Gros... 鉴于其极为明显的理论和应用价值,人格与疾病关系的研究,特别是癌症人格与冠心病人格的研究,近几十年来始终是心理学热点领域之一。但由于研究范式、测量技术等方面的问题,至今绝大多数研究存在严重局限。Eysenck、Grossarth-Maticek等多年来在这一领域内作了系统研究,并且近年来报告了令人振奋的结果。为此,本文主要从以下几个方面综述了他们的病理性特质思路的研究;(1)人格分型理论的产生,主要内容和对理论基础的考虑;(2)总体介绍其大样本、前瞻性、追踪研究;(3)总结介绍其对疾病倾向人格的治疗研究;(4)吸烟、机体变量与疾病倾向人格的协同增效作用。 展开更多
关键词 健康心理学 癌症人格 冠心病人格 人格分型理论 应激
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DCS devices based non-linear process control system design for plants with distributed time-delay using particle filter 被引量:3
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作者 DENG Ming-cong FUJII Ryohei 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第12期3351-3358,共8页
Remote control process system with distributed time-delay has attracted much attention in different fields.In this paper,non-linear remote control of a single tank process system with wireless network is considered.To... Remote control process system with distributed time-delay has attracted much attention in different fields.In this paper,non-linear remote control of a single tank process system with wireless network is considered.To deal with the distributed time-delay in a large-scale plant,the time-delay compensation controller based on DCS devices is designed by using operator theory and particle filter.Distributed control system(DCS)device is developed to monitor and control from the central monitoring room to each process.The particle filter is a probabilistic method to estimate unobservable information from observable information.First,remote control system and experimental equipment are introduced.Second,control system based on an operator theory is designed.Then,process system with distributed time-delay using particle filter is carried out.Finally,the actual experiment is conducted by using the proposed time-delay compensation controller.When estimating with the proposed method,the result is close to the case in which the distributed time-delay does not exist.The effectiveness of the proposed control system is confirmed by experiment results. 展开更多
关键词 non-linear remote control distributed control system particle filter operator theory distributed time-delay
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Geometry effect on mechanical properties of woven fabric composites
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作者 KIM Myungsoo SONG Jung-Il 《Journal of Central South University》 SCIE EI CAS 2011年第6期1985-1993,共9页
The effects of geometry on mechanical properties in woven fabric composites were explored. Two types of composites, including one-layered and two-layered composites, were designed and studied. For one-layered composit... The effects of geometry on mechanical properties in woven fabric composites were explored. Two types of composites, including one-layered and two-layered composites, were designed and studied. For one-layered composites, inter-strand gap effects on the mechanical properties were studied, while three cases of geometries with inter-strand gaps in two-layered composites were evaluated. A woven fiber micromechanics analytical model called MESOTEX was employed for theoretical simulation. The predicted results show that the inter-strand gap and simple variation of the strand positions in a repeating unit cell significantly affect the mechanical properties of woven fabric composites. 展开更多
关键词 woven fabric composites inter-strand gap mechanical properties micromechanics modeling
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