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We use local sparsity model as prior to regularize this problem that has infinite many solutions which satisfy (37).
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Using the modified quasi-boundary value (MQBV) method with two regularization parameters, one related to the error in measurement process and the other related to the regularity of solution, we regularize this problem and obtain the Hölder-type estimation error for the whole time interval.
And then Secretary Powell added, "We want to regularize this.
Fluid flow acts to regularize this behavior by transferring energy from the upstream driver to the fluid.
This is why it is necessary to regularize the problem, which consists of adding a condition to the solution which does not appear in the initial problem.
Surrogate functionals are applied; the corresponding strategy is shown to converge in norm and to regularize the problem.
Since the NMF solution is not unique, some prior knowledge on HSIs can be introduced to regularize the problem.
One method to regularize the problem is to introduce a length scale parameter via the nonlocal formulation.
This filter also contains singularities implying bias errors, especially if the spacing between sensors is chosen in order to regularize the problem.
To regularize the problem the SIMP model is explored with the nonlinear diffusion techniques to create edge-preserving and checkerboard-free results.
Current reconstruction techniques typically involve the employment of optimization methods or additional constraints to regularize the problem, but these methods are not without their flaws as they may be sub-optimally applied and produce inadequate results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com