Sentence examples for ahead prediction from inspiring English sources

Although for local resource allocation only a one step ahead prediction is needed, our VM agent predicts several steps ahead into the future to support overload detection through long-term prediction.

The control relevant method studied in this paper minimizes a multistep ahead prediction error objective function, suitable for model predictive controllers, to obtain an optimal multistep ahead predictor.

A model predictive control relevant data prefilter, namely the multistep ahead prediction filter for optimal predictions over every step within a finite horizon, is presented.

The predictive power of all these configurations was compared for the one step ahead prediction and for the multistep ahead prediction over the whole horizon of the test set.

The noise model plays a pivotal role in determining the performance of multistep ahead prediction errors.

Firstly, the signals are transformed into stationary, followed by 5-steps ahead prediction.

In addition to the one time-step-ahead prediction form, the novel idea of multiple time-step-ahead prediction is proposed.

The four models are evaluated by multi-step-ahead prediction errors and the comparison is made.

It is shown that minimisation of one-step-ahead prediction errors negatively influences long term prediction performance.

In the last step, variable time delays and weights are dynamically regulated by ATNN and the output of ATNN can be obtained as a multi-step-ahead prediction.

To achieve reliable multi-step-ahead prediction, the optimal architecture of networks is determined by average mutual information and false nearest neighbors analyses in chaos theory.