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In the present contribution, it is intended to resolve this problem under an explicit topology optimization framework where optimal structural topology can be found by optimizing a set of explicit geometry parameters.
The parameters can be found by optimizing the likelihood of the data L(Data| α, β).
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The center and radius are found by optimizing the following Lagrangian: (3).
The λs are found by optimizing the BIC on a large grid of potential λ values.
Each of them is found by optimizing the estimation and prediction part of the model.
In iteration, is found by optimizing the objective function with respect to while keeping the bandwidth constraints satisfied, and fixing.
The target reliabilities are found by optimizing expected life-cycle costs and verifying compliance with risk acceptance criteria developed according to the Life Quality Index (LQI) principle.
end{aligned}Then, in the M-step, (theta ^{t}) is found by optimizing the Q function w.r.t (theta ) begin{aligned} theta ^{t}=arg max,Qleft( theta,theta ^{t-1}right).
The Pareto boundary of the region of the sum rate of D2D link versus that of the cellular link was found by optimizing the transmit power at base station and cellular user, as well as, D2D users [37].
This is necessary for an efficient search and a zero penalty at the end of the procedure (this ad hoc scaling factor of 10 was found by optimizing the convergence to a configuration with zero penalty and maximal subset size).
The optimal solution to problem (10) can be found by alternatively optimizing the bit and power allocation.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com