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In our situation, the discontinuous function to be regularized is the function signum.
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So, ill-posed problems need to be regularized.
Hence, it needs to be regularized by a proper constraint model.
For this study, we simply performed bicubic interpolation on the images so no missing pixel values needs to be regularized.
"Migration into Europe from these less-developed countries needs to be regularized.
In this work, we show how centrality computations can be regularized to reach higher performance.
The initial level set function in (b) is regularized using the regularization functional R, and the final, regularized level set function in (h) is obtained.
Illegal immigrants will be regularized, but most of them will have to wait at least a decade to gain citizenship.
Either they should be regularized or they should go entirely".
Connectivity coefficients vary as a function of time relative to stimulus onset, are regularized via basis expansions, and vary randomly across subjects.
CMA-ES optimizes level set functions as design variables to minimize the fitness value that is regularized to avoid the ill-posedness of topology optimization using a perimeter constraint.
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CEO of Professional Science Editing for Scientists @ prosciediting.com