forecast error with MLP model is minimum (4.70 %) whereas the forecast error with radial basis function network (RBFN) is … intensity of the tropical cyclones that prevail over Arabian Sea and Bay of Bengal of North Indian Ocean (NIO). A multilayer … perceptron (MLP) model is developed for the purpose and compared the forecast through MLP model with other neural network and …

highest rate. The study of the change in the cyclogenesis events in the recent 15 years shows more increase in the north … Atlantic. The Arabian Sea experiences increase in the cyclogenesis in general, whereas Bay of Bengal witnesses decrease in … these events. Shrinking of cyclogenesis region occurs in the east-north Pacific and south-west Pacific, whereas expansion …

cyclogenesis points have been investigated in this study using 6 years (2002–2007) of global ocean monthly analysis datasets based …">2005</CitationRef>) and Indian Meteorological Department cyclogenesis points. The region dominated by anticyclonic eddies with CHP … surface height (SSH) and 26°C isothermal depth (D <Subscript>26</Subscript>) can be a potential region of cyclogenesis. The …

investigated. The cyclone under study underwent a period of explosive cyclogenesis from 0000 UTC 21 October to 1200 UTC 22 October …-tropospheric ascent and associated surface cyclogenesis. The analysis also reveals that the presence of lower-tropospheric cyclogenetic … falls associated with the explosive cyclogenesis. Thus, diabatic consequence of the latent heat release fueled the explosive …

/methodology/approach: In this paper, a PSO-GRNN model is proposed to predict the railway freight volume. In this model, GRNN is applied to … carry out the nonlinear regression analysis and output the prediction value, PSO algorithm is applied to optimize the GRNN … paper. And PSO-GRNN model constructed in this paper are applied to predict the railway freight volume from 2007 to 2011 …