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The initial values of the model parameters (initial guess) are calculated automatically, prior to performing the SP iterative inversion, by first solving a linear inverse problem.
Classification can be done by first solving a convex optimization problem via l 1-norm minimization: p ̂ = arg min p ∥ p ∥ 1 subject to t ~ = Ãp, (10).
It may be possible to extend the method of [5] to a WSR by first solving a WSR maximization for the MAC, then proceeding as normal.
Efficient computation of the angles can be achieved by first solving a discrete Lyapunov equation, for details of which we refer the reader to [23].
We first show that the non-convexity of the problem can be circumvented by first solving a relaxed problem and then applying a traffic holding elimination procedure to obtain the solution(s) of the original problem.
An interesting property of the PATH algorithm is the fact that estimate a permutation matrix by first solving a relaxed problem.
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Therefore, the productivity of the reactor is increased by first solving an open-loop optimal control problem.
The approach worked by first solving the grouping problem for a small random subset of pixels and then extrapolating this solution to the full set of pixels in the image.
Actually, the DL problem is solved by first solving the dual UL problem, due to its relatively simple structure.
We do this by first solving (20a) by means of Lagrange multipliers[11] in its continuous variable form (see Appendix) and then analyze the integer solution requirement.
The coupling between the fluid and radiation field is treated explicitly by first solving for the radiation field and then the fluid equations.
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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