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期刊Solvability of Nonlinear Sequential Fractional Dynamical Systems with Damping
《应用数学与应用物理(英文)》2017年第2期303-310,共8页Cuie Xiao Xiuwen Li 
In this paper, we are concerned with the solvability for a class of nonlinear sequential fractional dynamical systems with damping infinite dimensional spaces, which involves fractional Riemann-Liouville derivatives. ...显示全部
关键词:SOLVABILITY SEQUENTIAL FRACTIONAL Equations Mittag-Leffler Function gramian matrix Fixed Point THEOREMS 
期刊Deep Learning and Time Series-to-Image Encoding for Financial Forecasting
《自动化学报:英文版》2020年第3期683-692,共10页Silvio Barra Salvatore Mario Carta Andrea Corriga Alessandro Sebastian Podda Diego Reforgiato Recupero 
supported by the“Bando Aiuti per progetti di Ricerca e Sviluppo-POR FESR 2014-2020-Asse 1,Azione 1.1.3.Project AlmostAnOracle-AI and Big Data Algorithms for Financial Time Series Forecasting”。
In the last decade,market financial forecasting has attracted high interests amongst the researchers in pattern recognition.Usually,the data used for analysing the market,and then gamble on its future trend,are provid...显示全部
关键词:Convolutional neural networks(CNNs) ENSEMBLE of CNNS FINANCIAL forecasting gramian ANGULAR fields(GAF)imaging 
期刊Controllability of fractional-order damped systems with time-varying delays in control
《信息与电子工程前沿:英文版》2020年第6期844-855,共12页Bin-bin HE Hua-cheng ZHOU Chun-hai KOU 
Project supported by the National Natural Science Foundation of China(No.61803386);the Natural Science Foundation of Shanghai,China(No.19ZR1400500)。
In this study,we focus on the controllability of fractional-order damped systems in linear and nonlinear cases with multiple time-varying delays in control.For the linear system based on the Mittag-Leffler matrix func...显示全部
关键词:CONTROLLABILITY Fractional-order damped systems Time-varying delays gramian matrix 
期刊基于平衡gramian的电力系统电压预测控制研究被引量:1
《中国电机工程学报》2016年第22期6038-6048,共11页赵洪山 兰晓明 王颖 米增强 
国家自然科学基金项目(51077053)~~
为提高电压预测控制优化问题的求解效率,该文在中心控制模式下,建立基于动态方程的电力系统电压预测模型,应用gramian平衡降阶技术对预测模型进行降阶处理,构建基于平衡gramian的电力系统电压多步预测–滚动优化模型。使用面向目标的对...显示全部
关键词:预测控制 gramian 电压控制 动态模型 
期刊Encoding candlesticks as images for pattern classification using convolutional neural networks被引量:1
《金融创新(英文)》2020年第1期470-488,共19页Jun-Hao Chen Yun-Cheng Tsai 
Jun-Hao Chen and Yun-Cheng Tsai are supported in part by the Ministry of Science and Technology of Taiwan under grant 108-2218-E-002-050-.
Candlestick charts display the high,low,opening,and closing prices in a specific period.Candlestick patterns emerge because human actions and reactions are patterned and continuously replicate.These patterns capture i...显示全部
关键词:Convolutional Neural Networks(CNN) gramian Angular Field(GAF) CANDLESTICK Patterns Classification Time-Series Financial Vision 
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