Sentence examples for approximation instead of from inspiring English sources

For this reason, a kernel-based local approximation, instead of a global approximator like a neural network, is used to interpolate the cost-to-go values.

The ACLR1 and ACLR2 measurements show more than 14 dB improvement when using the amplitude approximation instead of the power indexing.

The improvement in theoretical analysis was obtained by replacing the product form of the concentration dependence with a linear approximation instead of a constant.

A new approach to compute the ULS curvature is proposed based on the Chebyshev polynomial approximation, instead of the central difference method.

It was found that the use of the independent pixel approximation instead of the stochastic cloud model leads to large errors in the retrieved cloud parameters, as well as, in the retrieved ozone height resolved partial columns.

In this system approximation, instead of constant λ BE value, we have to use the new BE arrival rate (lambda ^{ text {new})}_{text {BE}}) in the global balance equations.

We also describe a high-order boundary reconstruction capability that can be used to project the new points after refinement using high-order approximations instead of linear projection in order to minimize and provide more control on geometrical errors introduced by curved boundaries.

However, with the transform function f u)=−1/u(which corresponding to β=2) and the new approximation (21) instead of (13), our framework can be applied.

The difference is that now the accumulated energy fields, Racc x, y, t, τ), are used during the polynomial approximation process, instead of the motion energy fields, R x, y, t).

Posterior inference for all models was based on three parallel Markov chains, with the exception being the model proposed by Lee and Mitchell (2013), which uses integrated nested Laplace approximations (INLA) instead of MCMC simulation.

The methods used in this tutorial avoid the use of approximations, instead utilising cumulative count statistics directly in the analysis.