Gray prediction method
WebSep 25, 2024 · Finally, this paper verifies that the intelligent gray prediction model based on fuzzy theory has a good effect through experiments, which can effectively improve the … WebJun 8, 2024 · The nonlinear prediction methods concern Gray theory, Markov chain, support vector machine, and boom prediction method. The historical average prediction algorithm is simple and easy to understand and the parameters can be estimated by using the least squares method. However, it is too simple to accurately reflect the randomness …
Gray prediction method
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WebWolbers, Marcel, et al. “Prognostic models with competing risks: methods and application to coronary risk prediction.” Epidemiology 20.4 (2009): 555-561. This paper compared Fine and Gray’s model to standard Cox model in analyzing coronary heart disease mortality and showed Cox model overestimated the hazard. WebApr 12, 2024 · It was revealed that the regression method indicates an acceptable accuracy only for L*, but the other models can predict all color coordinates with high accuracy. Finally, it was found that in prediction of L* and b*, ANN optimized with GWO presents the most accurate model with MAPE of 1.29% and 2.51%, respectively.
WebAug 24, 2024 · In contrast, grey system theory is a better alternative method for time series prediction, which is designed to work with system in which the available information is … WebAug 31, 2024 · In the grey prediction, the nonlinear Grey Bernoulli model NGBM (1, 1) is an important type. The NGBM (1, 1) has good adaptability to data fitting and then small prediction errors, and thus has been applied widely. However, if we improve the modelling method, the prediction precision shall be improved to some extent.
WebJan 1, 2012 · GMC (1,n) [8] is an excellent grey prediction model. The modeling values by GMC (1,n) are theoretically the exact solution of the traditional GM (1,n) model. Besides, the grey model with convolution integral GMC (1,n) [84-5] is used in this paper to prove that the solution to the existing model GM (1,n) is wrong. WebGrey relational analysis (GRA) was developed by Deng Julong of Huazhong University of Science and Technology. It is one of the most widely used models of grey system …
WebAug 12, 2016 · To improve the prediction precision of residential property, the paper brings up a mixed optimizing model based on IPSO-BPNN. The model has adopted gray correlation theory to optimized the the index that influences price and use IPSO to optimize the definition of original weights and threshold value. We take the real estate market in …
WebA brief introduction to Grey Methods ... theory-based models in time series prediction[J]. Expert Systems with Applications, 2010:1784–1789. 2009-12-5 32 Acknowledgements z … chrony maxdistanceWebprediction model introduced in sub sections 2.1-2.3 of this paper, the annual maximum load of Guangzhou from 2010 to 2024 is predicted respectively. The specific forecast results are shown in Table 1. 2) Assuming that the predicted values of neural network prediction method, grey prediction method and multiple linear regression prediction ... dermatology in blue ridge gaWebAug 19, 2024 · The characteristic of the grey prediction method is: at first, the discrete data are treated as the discrete value of the continuous variable in the corresponding changing process, so that the differential equation can be used for data processing, and … dermatology inc greencastleWebJun 11, 2024 · A new gray prediction method for electrical motor life Abstract: The basic idea of the accelerated life test is to use the characteristic life under high stress levels to … chrony master betaWeb2 days ago · Chris Ruffolo April 12, 2024. Chicago White Sox (5-7) vs. Minnesota Twins (7-4) April 12, 2024 1:10 pm EDT. The Line: Minnesota Twins -165 / Chicago White Sox +140; Over/Under: +8.5. (Get latest ... chrony maxsourcesWebMar 15, 2013 · The originality in this paper is mainly shown in two aspects. Firstly, this paper put forward a novel grey model termed NGM model to improve the prediction accuracy … chrony maxslewrateWebIt involves the efficiency of marine economic development. In the marine industry, Zhao et al. (Wei and Ting, 2009) and Xu et al. (Sheng and Xin, 2012) used the grey prediction, … chrony maxupdateskew