WebThe average error of the model is low and the prediction accuracy is high, which proves that the GA-Elman model can play a role in the prediction of landslide displacement and can provide reference for the early warning of landslide displacement deformation. landslide displacement prediction model genetic algorithm Elman neural network WebSep 30, 2024 · The results show that the prediction accuracy of the GA-Elman neural network model is as high as 80%, which is significantly higher than that of the traditional D-S model, indicating that the model proposed in this paper has improved the accuracy of the assessment and prediction results. In conclusion, this study provides feasible theoretical ...
Application of a hybrid model based on GA–ELMAN neural …
WebOct 1, 2024 · And the Elman neural network (Elman NN) was optimized using the genetic algorithm (GA) to derive the GA–Elman neural network (GA–Elman NN). On the basis of … WebJan 1, 2024 · Elman neural network has been extensively used in various engineering territories. For example, Li Xingchang [8] established the Elman neural network model to predict landslide data dynamically. Li Zhixin [9] established the GA-Elman neural network model for reference crop water demand prediction. nascarwashes.com
Fouling resistance prediction based on GA–Elman neural network …
WebJul 11, 2024 · Genetic algorithm (GA) is widely used in optimization.21,22In order to overcome the inherent defects and improve the performance of Elman neural network, GA is introduced, and a new optimization method is adopted, that is, the connection weights and hidden neurons are sep- arate encoding and evolving simultaneously, and thus GA- … WebSep 18, 2024 · ROCHELLE (SHELLY) ELMAN ... University of West Georgia, Carrollton, GA . Lead a large department of four degree programs in one department consisting of 45 full-time faculty, up to 13 part-time instructors, two professional staff, and two administrative staff. The department consists of approximately 300+ majors, and contributes to the WebFinally, the proposed GA-Elman neural network model is experimentally verified by the actual navigation data of an inland electric propulsion vessel, and compared with the BP neural network model and the Elman neural network model. Experimental results show that the speed prediction method based on GA-Elman neural network proposed in this paper ... meltwich south surrey