The projected display, called Live Query, shows updated samples of what people around the world are typing into Google's search engine.
That enables the on-line training for the huge bulk of updated samples.
From (28), it follows that the updated samples are obtained by generating Gaussian samples with mean and variance.
It is obviously not acceptable for continually updated samples production application, such as the technique architecture presented in Fig. 6.
The proposed model can automatically find the new clustering center with the updated sample data, and outperforms several algorithms in data processing for the OWS.
One may stop the iterations of the CoSaMP algorithm if the norm of updated samples is sufficiently small or the iteration counter reaches a predetermined value.
For online operation, the model should be adjusted with the updated samples at each time stamp, so that it can reflect the latest changes of wind resource, turbines and other elements.
Sample size for each model was reduced in most cases due to some missing data in some of the hypothesized correlates (updated sample sizes given in Results).
