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In this paper, we propose an alternative method based on the primal decomposition technique [24, 25].
Step 4: The k th secondary user would then update the power level for the (n + 1 th iteration based on the primal update scheme.
The BOS algorithm for solving problem (33) was recently introduced in [17] based on the primal dual formulation of the model.
Firstly, our approach proposed in the paper is based on the primal framework of IsoRank algorithm which aimed at deterministic graph alignment.
Similar(56)
The proposed user association algorithm is based on the primal-dual block coordinate descent method for the update of the primal variables p ji and n ji (see Algorithm 1).
That is, the ADMM-based control is equivalent to the exact ℓ 1-optimal control with perturbation w[ k], which is caused by the inexact ADMM. Figure 4 illustrates the perturbation w[ k], where the exact solution (hat {u}[!k]) is obtained by directly solving (8) by CVX in MATLAB based on the primal-dual interior point method [19].
An approach based on the "interior point primal-dual algorithm" was discussed in [27] where additional constraints were imposed by distance relays and breaker failure on relay coordination studies.
The SA criterion in (7) is based on the fact that when the primal problem is convex, the duality gap between the dual problem and the primal problem is zero [11].
We further develop a solution algorithm based on the Lagrangian decomposition for the primal problem and a space-time prism based method to reduce the solution search space.
We now present two off-line solution techniques that are tractable for problems of realistic size based on the Lagrange relaxation of the primal.
It utilizes a vertical approach for enumeration and support counting, based on the novel notion of primal block encoding, which in turn is based on prime factorization theory.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com