Sentence examples for approach of stochastic from inspiring English sources
We propose an alternative approach of stochastic optimization.
At the preprocessing phase we offer a new approach of stochastic feature selection.
The general computational approach of Stochastic Gradient Boosting (SGB) is seen as one of the most powerful methods in predictive data mining.
A novel approach of stochastic representative volume element (SRVE) is developed in the context of two dimensional plate-like structures for accounting the correlated spatially varying properties.
A novel approach of stochastic molecular modeling based on basic sciences and computer algorithms was used to model complex cellulose hydrolysis process.
A number of studies [ 14- 17] have reported good agreement between the results of stochastic simulations of the full and coarse-grained networks for enzyme reactions and circadian oscillators which has enhanced faith in the heuristic approach of stochastic modeling of networks with non-elementary reactions and given it the status of a mainstream methodology.
In [34] it is shown that the local discretization error of the SGRKM does not vanish for decreasing stepsize h → 0. Thus, this global approach of the stochastic Galerkin method fails to converge to the exact solution x.
The results demonstrate the efficiency of the proposed approach for stochastic dynamic response analysis of marine risers.
The prerequisites are: standard functional analysis, the theory of semigroups of operators and its use in the study of PDEs, some knowledge of the dynamic programming approach to stochastic optimal control problems in finite dimension, and the basics of stochastic analysis and stochastic equations in infinite-dimensional spaces.
But a clear formulation of the path-integral approach to stochastic neural dynamics awaited the work of Buice, Cowan and Chow [14 16].
