Sentence examples for utilizing the approximation of from inspiring English sources
However, by utilizing the approximation of the conditional expectation of the concentration, we can still use a proportional-like system noise.
Testing the probability of shared polymorphisms arising via gene conversion vs. independent mutation utilized the approximation of the hypergeometric distribution (implemented in DNASP; method described in [ 26]).
An adaptive neural controller is designed by utilizing the approximation technique of neural network.
The phylogenetic tree was inferred by using maximum likelihood method with rapid bootstrapping of 1000 replicates and model of binary, GTRCAT which utilized the discrete approximation of the gamma distribution under RAxML version 8 tool [ 47].
Further, the artificial neural network ARCH process (ANN-GARCH) developed by Donaldson and Kamstra (1997) augments the GJR model with multi-layer perceptron-based neural network architecture with logistic squashing functions to capture nonlinearity by utilizing the universal approximation property (Cybenko 1989) of ANN models.
Recently, several studies have introduced relatively simple models, which are designed for specific probe geometries [ 3, 4], with some of them being empirical or semi-empirical in nature while others are based on a relatively simple solution of the diffusion approximation utilizing the method of images [ 5].
This paper proposes a novel ensemble model of Extreme Learning Machine (ELM) in the prediction of reservoir properties while utilizing the non-linear approximation capability of Functional Networks to select the optimal input features.
Furthermore, the methods in[34] and[35] utilize nonlinear eigenspaces to perform the approximation of nonlinear texture features in images, and we therefore used these methods in the experiments.
In this paper, we analyze matched filter-based iterative soft decision interference cancellation (MF ISDIC) when utilizing an approximation of the actual probability density function (pdf) of residual interference.
Some interesting uses of the approximation of signals utilized as a part of this manuscript have additionally been highlighted.
The BDSIR analyses utilized m = 100 intervals for the approximation of the SIR dynamics.
