Sentence examples for by an optimization criterion from inspiring English sources

This is due, in part, to the fact that the genes are being selected by an optimization criterion on the training data and, as such, this selection is ignorant of the test data.

The optimal control problem was subject of an optimization criterion represented by the minimization of an objective function.

Direct optimization (DO) allows skipping of the intervening step of multiple sequence alignment by searching simultaneously for the best tree under an optimization criterion (in this case parsimony) and the nucleotide homology [ 60].

Van Meulebroek et al. optimized an extraction of β-carotene from tomatoes, applying a fractional factorial design by means of a software program using a so-called G-efficiency as an optimization criterion.

It allows to formulate an optimization criterion for the acoustic characteristics of burners or flames without regard of the boundary conditions offered by combustor or plenum.

The smaller-the-better was used as an optimization criterion.

The antagonistic demands of maximizing the energy conversion and minimizing the torque variations are expressed by a combined optimization criterion as [16] Min : I = lim t → ∞ E α λ t − λ opt 2 + lim t → ∞ E ΔΓ ¯ G t. (7).

This is achieved by using a combined optimization criterion, resulting in a LQ tracking problem with an infinite horizon and a measurable exogenous variable (wind speed).

An alternative approach to understand the observed exponent would be to trace analogies with scaling laws in different branching systems [5], [6], [27] which have been explained by invoking a natural optimization criterion based in the fact that the observed trees contain the largest possible number of apices within the smallest number of branching levels.

The number of zeros introduced in IDR is regulated by the optimization criterion (see step 6 of IDR algorithm) and artificially lowering the number of metabolites would yield a threshold PCA, which basically cuts of loadings values above a certain value.

Hierarchical clustering algorithm [ 18] learns the hierarchical structure of a network, which has been used in [ 13], but hierarchical structure is determined by local optimization criterion as such there is no global objective function, which might lead to small clusters with only part of similar samples.