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Next, we will also provide an algorithm to solve problem (17) that employs the alternating maximization technique [35], rather than using the convex reformulation.
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Optimization was carried out using the convex optimization package CVXOPT version 1.1.2 [28].
The AUC is calculated using the convex hull of the ROC curve (Fawcett, 2006).
CNVs from the exome data were denoted using the CoNVex program.
Although a closed-form optimal solution is available for the convex reformulation, such an approximation at high SNR regions does not always hold in practice.
Use the convex spline tool to press the screen into the channel in the frame.
However, they can be extended to account for time varying covariates (measured several times per individual) using the counting process reformulation by Andersen and Gill [ 37].
It consists of the five steps : a. Find a DC formulation of the considered optimization problem: this can be done if the feasible domain (C) is a convex set and the objective function (f) is DC, otherwise we must use the approximation or reformulation technique based on relevant theoretical tools.
To determine the home/foraging range size, we used the minimum convex polygon method [53].
Thus, for the original constraint C2, we have the following convex reformulation (widetilde {C2}) composed of several sub-constraints widetilde{C2:}left{begin{array}{l} widetilde{C2.1.1}, widetilde{C2.1.2}, widetilde{C2.1.3}, C2.1.4, widetilde{C2.2.1}, C2.2.2, C2.3.
A minimum convex polygon (MCP) was calculated using the Hawths Tools extension for ArcGIS.
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