Sentence examples for minimising the function from inspiring English sources

The final full-matrix least-squares refinements on F, minimising the function Σw(| Fo|−| Fc|).

In order to minimise the function, we consider the problem of layer evolution and disparity estimation separately and then show how the problem is iteratively solved in Section 3.2.4.

SGD optimises the hyperplane, a multidimensional analogue of a regression line, by minimising the loss function to convergence [66].

The parameters of the global and local transformations are determined by solving the optimization problem, i.e. by minimising the cost function defined in Eq. 3.

The clustering algorithm is an iterative process for minimising the objective function involving selecting an initial random cluster membership matrix, where the sum of utilities is unity.

NCA mainly learns the feature weights with the aim of minimising the objective function that measures the mean leave-one-out regression or classification loss over the given training data set (Goldberger et al. 2005; Yang et al. 2012).

We fit the P-spline model by minimising the objective function: sum_{d} left y(d) - B(d)^{T} beta right)^{2} + lambda left(Delta^{2} betaright)^{T}left(Delta^{2} betaright) where Δ indicates a first difference.

This is achieved by minimising the error function: where j represents the position along a discretised spatial axis, M the number of discretised points, A is the normalised autocorrelation function, f j is the jth column of the kymograph matrix f and A T is a target autocorrelation chosen to enforce temporal periodicity of the pattern.

Our aim is to find a unique input function which minimises the functional defined in eq. (2).

We shall note that better models have a lower perplexity, and we can decide either to minimise the criterion function or to use the negative value of the perplexity as a criterion function T and maximize it.

In the Taylor series, the partial derivatives are estimated from measured data by minimising the maximum likelihood function.