Sentence examples for on approximating the from inspiring English sources

Thus, we take an approach similar to the one proposed in [27], by only focusing on approximating the communities for the purpose of this research.

In essence, given the data D and a model with parameters θ and latent variables Z, the variational Bayes method is based on approximating the posterior distribution p(Z,θ|D) with a factorial approximation q(Z,θ|ϕ) = q(Z|ϕ Z )q, where ϕ are the variational parameters.

An approximate analytical solution is obtained, based on approximating the contact area by an ellipse.

The method is based on approximating the robust GP as a robust linear program (LP), by replacing each nonlinear constraint function with a piecewise linear (PWL) convex approximation.

To stabilise the solution we employ an engineering approach based on approximating the function f by a polynomial function of temperature.

Rather than focusing on constructing exactly the stochastic trajectories, our approach relies on approximating the evolution of observables, such as density, coverage, correlations and so on.

The singer shouts key changes and cues solos on the fly, approximating the ramshackle intensity of his live performances.

Tubulogenesis on Matrigel approximates the endothelialization and vasculogenesis that takes place with these cells in human extracellular matrix.

Emphasis on "approximating".

The method, based on mathematical programming, approximates the value function with a linear combination of basis functions.

Our welfare bounds depend on how well this delusion approximates the true game.