Sentence examples for minimise the function from inspiring English sources

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.

The last step is to find a shift value for each y, x pair, i.e. for each pixel in the disparity image that minimises the function at that point.

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

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.

During the optimisation process, the values of p i are considered as optimisation variables that are systematically varied within the bounded space until the values that minimise the cost function are found.

The colour palette C for an image I, a codebook of k colour vectors, should then be chosen so as to minimise the error function E ( C, I ) = 1 ∑ j = 1 k l j ∑ i = 1 k ∑ j = 1 l i | | C i − I j | | + p ( C, I ), (5).

The values of those estimated parameters were then changed to minimise the objective function value.

An iterative search is carried out, which attempts to minimise the discrepancy function (F), a measure of the difference between S and Σ.

For each potential model structure non-zero parameters are optimised by standard mathematical algorithms subjected to minimise the error function for each time series given by the quadratic error to the measured data (see equation 2).

This is done by choosing d-dimensional coordinates y i to minimise the cost function in low dimensional space: Φ (Y ) = ∑ i N | y i − ∑ j K W i j y j | 2, where W ij is fixed from the high dimensional space.

Multiplicative update rules that minimise the cost functions (see Equations 2 and 3) proposed by Lee and Seung [31] are considered to be the standard NMF algorithms [33].