Výsledky vyhledávání - gray forecasting algorithm

The use of a cloud resolving model in the development and evaluation of a probabilistic forecasting algorithm for convective gusts Autor Gray, M E B

“… An algorithm to predict the maximum convective gust strength is shown to be consistent with values measured from the model…”
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Neural ordinary differential gray algorithm to forecasting nonlinear systems Autor Chen, ZY, Wang, Ruei-Yuan, Jiang, Rong, Chen, Timothy

“… for forecasting small samples. This study proposes a new gray prediction criterion based on the Neural Ordinary Differential Equation (NODE…”
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Macroeconomic Short-Term High-Precision Combined Forecasting Algorithm Based on Grey Model Autor Li, Cao

“… with the filtering decomposition method and the production function method, establishes a short-term high-precision combination forecasting algorithm for macroeconomics based on the grey model…”
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Neural ordinary differential gray algorithm to forecasting models of controlled systems Autor Chen, ZY, Meng, YH, Jiang, Rong, Wang, Ruei-Yuan, Chen, Timothy

“… for forecasting small samples. This study proposes a new gray prediction criterion based on the neural ordinary differential equation, which is named the neural ordinary differential gray mode…”
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Traffic flow forecasting using natural selection based hybrid Bald Eagle Search—Grey Wolf optimization algorithm Autor R., Sivakumar, S. A., Angayarkanni, Y. V., Ramana Rao, Sadiq, Ali Safaa

“…In a fast-moving world, transportation consumes most of the time and resources. Traffic prediction has become a thrust application for machine learning algorithms to overcome the hurdles faced by congestion…”
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Neural ordinary differential grey algorithm to forecasting MEVW systems Autor Chen, Zy, Meng, Yahui, Wang, Ruei-Yuan, Chen, Timothy

“…Because of the advantage of the gray theory for forecasting small sample time data, gray algorithm theory has definitely been extensively utilized since it has been proposed and is currently…”
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New Energy Vehicle Sales Forecasting Based on MICMAC Algorithm and Gray Forecasting Model Autor Xie, Jinyi, Cai, Zhongming, Xia, Jiawei, Xue, Haoyuan

“… Forecasting sales of new energy vehicles is of great significance in promoting the high-quality development of this industry…”
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Fractional multivariate grey Bernoulli model combined with improved grey wolf algorithm: Application in short-term power load forecasting Autor Yin, Chen, Mao, Shuhua

“…). Second, this paper improves the grey wolf algorithm to better optimize many parameters in the model…”
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Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm Autor Tikhamarine, Yazid, Souag-Gamane, Doudja, Najah Ahmed, Ali, Kisi, Ozgur, El-Shafie, Ahmed

“… Monthly streamflow forecasting is required for short- and long-term water resources management especially in extreme events such as flood and drought…”
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Research on crude oil price forecasting based on computational intelligence Autor Li, Ming, Li, Ying

“…), extreme learning machine (ELM), multilayer perceptron (MLP) and the GM (1, 1) gray prediction algorithm and the output of the model with the best…”
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Forecasting agricultural output with an improved grey forecasting model based on the genetic algorithm Autor Ou, Shang-Ling

“…► This study aimed to develop forecasting models for forecasting agricultural output…”
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Retracted: Macroeconomic Short-Term High-Precision Combined Forecasting Algorithm Based on Grey Model Autor and Communication Networks, Security

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Enhancing robustness of monthly streamflow forecasting model using embedded-feature selection algorithm based on improved gray wolf optimizer Autor Wang, Qingjie, Yue, Chunfang, Li, Xiaoqing, Liao, Pan, Li, Xiaoyao

“…•The proposed improved Grey Wolf Optimizer (IGWO) displays superior performance on feature recognition and model parameter parallel optimization than GWO algorithms…”
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Traffic flow forecasting using natural selection based hybrid Bald Eagle Search—Grey Wolf optimization algorithm Autor Sivakumar R., Angayarkanni S. A., Ramana Rao Y. V., Ali Safaa Sadiq

“…In a fast-moving world, transportation consumes most of the time and resources. Traffic prediction has become a thrust application for machine learning algorithms to overcome the hurdles faced by congestion…”
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Application of the Hybrid Artificial Neural Network Coupled with Rolling Mechanism and Grey Model Algorithms for Streamflow Forecasting Over Multiple Time Horizons Autor Yaseen, Zaher Mundher, Fu, Minglei, Wang, Chen, Mohtar, Wan Hanna Melini Wan, Deo, Ravinesh C., El-shafie, Ahmed

“… for an artificial neural network algorithm namely; rolling mechanism (RM) and grey models (GM). The rolling mechanism method is applied to smooth out the dataset based on the antecedent…”
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Improved grey-Markov chain algorithm for forecasting Autor Zhijun, Li, Weiwei, Wang, Mian-yun, Chen

“… for forecasting that synthesizes the advantages of the grey model, Markov chains, and least square…”
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Application of Gray Wolf Optimization Algorithm in Urban Electricity Load Forecasting Model Autor Tian, Hailin, Wang, Fang

“…) search process is prone to falling into local optimum. An improved grey wolf algorithm (IGWO…”
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A Novel Power-Driven Grey Model with Whale Optimization Algorithm and Its Application in Forecasting the Residential Energy Consumption in China Autor Zhang, Peng, She, Kun, Ma, Xin

“… Accurately forecasting the residential energy consumption is conducive to making energy programming and supply plan for the administrative departments or energy companies…”
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Petroleum demand forecasting for Taiwan using modified fuzzy-grey algorithms Autor Lu, Shin-Li, Tsai, Chen-Fang

“…In this paper, we adopt the exponentially weighted moving average (EWMA) method to develop the residual modification EWMA grey forecasting model REGM(1,1…”
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Research and application of association rule algorithm and an optimized grey model in carbon emissions forecasting Autor Ma, Xuejiao, Jiang, Ping, Jiang, Qichuan

“…•The proposed multi-factor-based forecasting model outperforms ARIMA, ARMAX and SVM…”
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