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CNVs from the exome data were denoted using the CoNVex program.
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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).
MATLAB's optimization toolbox is used for solving the convex programming in the simulations.
The convex program (29) provides an iterative minorant maximization for nonconvex program (26).
Use the convex spline tool to press the screen into the channel in the frame.
As applications, we solve the convex programming problems and quadratic minimization problems by using the main theorems.
The equilibrium equations are solved by a preconditioned conjugate gradient algorithm and the optimization part is solved using sequential convex programming.
Similar to the solution of the BPDN-CWSS (5), the optimal r of the VLBS-CWSS (7) can also be obtained efficiently using some convex programming software packages.
We show that the corresponding optimization problems are convex; therefore, their optimal power allocation solutions can be efficiently obtained using standard convex programming algorithms.
The constrained minimization problem is represented with linear matrix inequalities (LMI) that can be efficiently solved using convex programming techniques.
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