Sentence examples for based on random techniques from inspiring English sources
The construction is based on random techniques.
Both of them are based on random sampling techniques which only operate on a subset of the matrix and provide a powerful alternative for approximate spectral decomposition issue.
One of the optimization method is based on random search technique and in another method we have found out the unknown parameters by using the matrix method.
An algorithm, based on random sequential adsorption technique (RSA), has been developed to generate the RVE for such materials.
Results also showed that sGP outperformed the standard GP, GP based on random training-set technique, and GP based on conventional data-centric objectives as surrogate.
On one hand, from the results of the motivational study, techniques based on random choice have a best performance when the rate of failure is low, whereas Stoop increases performance as the rate of failures increase and Fixed_Weights increases performance when the level goes from medium to high.
Cropper's monograph also devotes space to stochastic methods, including Monte Carlo methods and techniques based on random walk algorithms.
The bootstrap method is a computer simulation technique based on random re-sampling of a dataset and subsequent analysis of the data distribution [26].
The robustness of performance was assessed via bootstrapping [ 35], a validation technique based on random data resampling with replacement (here, 50 times); we used the very conservative out-of-bag estimator which calculates errors on unseen data.
Internal cross-validation of the final model was performed by bootstrapping (100 times), a computer-intensive statistical method and resampling technique based on random samples of observations to estimate error by systematically recomputing the statistics while omitting one observation at a time from the sample set [ 19].
Of greater issue is the theoretical concerns which results from the fact that standard statistical analysis techniques are based on random allocation methods and DA methodology is not random.
