Sentence examples for by exploiting the convex from inspiring English sources

By exploiting the convex feature of the nonconvex cost function w.r.t.

The works of Tan et al. [1] and Stanczak et al. [5] presented algorithms that solve optimally the joint power and rate allocation problem by exploiting the convex characteristics of the feasible rate region and generalized the resource allocation problem for both high and low SINR regimes.

Such a problem is not convex, because the objective is not concave, but it is possible to recast it as a convex problem without loss of optimality, by exploiting the result in the following proposition.

By exploiting the separable and decomposable structure of the problem, an efficient global optimization method, called nonconvex generalized Benders decomposition (NGBD), is developed based on convex relaxation and generalized Benders decomposition.

We have then exploited the convex theory of noncooperative game to solve the optimalization problem.

Specifically, they have exploited the convex optimization and iterative approach for performance improvement of the network.

S̆ulc et al. [11] exploit the (convex) LinDistFlow approximation as a lower complexity alternative to SDP relaxation.

Marker-controlled watershed is used to detect puncta with clear centers and mean-shift modified VBGMMs is used to separate puncta by exploiting their convex shapes.

The proposed mathematical model exploits the incremental convex programming in the framework of a finite element model.

It is then possible to deal with nonconvex design spaces exploiting the possibility of exactly solving large-scale convex programs.

The next step of constraint-based modelling consists in exploiting the network to confine the cellular phenotype with a set of feasible states, i.e. all steady-state flux distributions that lie in a convex space of possible solutions [ 25].