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Such accurate long range predictions can be further used for model predictive control and real-time optimisation applications.
It is clear seen from the bottom graph both one-step-ahead predictions and multi-step-ahead predictions from BA-NN are reasonably accurate though some errors are observable, but the long range predictions (green line) are not accurate after 82 steps (410 s).
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The estimated steering angle along with the current input was used to predict the steering angle at various prediction horizons via a long range prediction method.
Clearly, the prediction using BA-ELM model is much better than that using BA-NNs model, especially after 92 steps for the long range prediction.
Comparisons of different performance measures including the training time of the all three evolutionary computing based models demonstrate that the proposed ARMA-DE exchange rate prediction model possesses superior short and long range prediction potentiality compared to others.
The university has found several statistical relationships for this basin that appear to allow long range prediction of the number of tropical cyclones.
Water managers will be able to make decisions about irrigation and drinking water supply, meteorologists will use the data to refine their short- and long-range predictions, and health officials may be better able to predict mosquito-borne infection, he said.
Even in the face of such dire long-range predictions, many in the industry remain optimistic.
The region has a history of major hurricanes and tropical storms, and long-range predictions suggest that this pattern will continue.
Therefore, the general rule should be: don't freak out over long-range predictions, but once a storm develops, pay very close attention to the forecast.
But the first is based on a six-year sample (since 1995), far too short to use as a basis for long-range predictions.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com