Sentence examples for by solving the convex from inspiring English sources

(e) Update by solving the convex problem.

(d) Update by solving the convex problem.

The optimal policy that maximizes throughput in an energy harvesting multi-pair relay channel can be found by solving the convex problem in Equation 3 with K=2.

The SVMs solve the over-fitting issues by introducing kernel function and try to get the global optimal solution by solving the convex optimization problems.

This is accomplished by solving the convex optimization: min f | ∇ f | subject to f i = l i for i ∈ L and ∇ f i ∼ ≤ γ (3).

The proposed probability-dependent gain scheduled controller can be designed by solving the convex optimization problem by means of a set of LMIs, which can be easily solved by using some standard numerical packages.

When R c =0, the maximum R 0 can be derived by solving the same convex optimization problem as (6).  .

It has been shown that the signal can be accurately recovered by solving the following convex minimization program: begin{array}{*{20}l} &min|hat{mathbf{x}}|_{1} &text{s.t.

Let (16a) be satisfied, then (bar lambda _{2,i}^{k + 1}) can be uniquely attained by solving the following convex problem: begin{aligned} bar lambda_{2,i}^{k + 1} &= mathop {arg min }limits_{{{bar lambda }_{2,i}} in {{mathbf{chi }}_{i}}} left{ {f_{i}}left({{{bar lambda }_{2,i}}} right) + frac{1}{{2rho left({{P_{i}} + {S_{i}}} right)}}right.

In these works, the sparse signal is estimated by solving the following convex unconstrained problem min_{mathbf{x}in mathbb{R}^{n}}sigmasumlimits_{i=1}^{m}rho left(frac{y_{i}-mathbf{phi}_{i}^{T}mathbf{x}}{sigma}right)+lambda| mathbf{x}|_{1}, (30).

We propose an iterative linear matrix inequality (LMI) algorithm to find a near optimal noise shaping IIR filter by solving the non-convex design problem.