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Indeed, a similar approach exploiting constraints has come to the fore in de novo protein folding and interaction studies [408 412].
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This is achieved by exploiting constraint handling capability of NMPC.
AOM also exploits constraints among equations and submodels.
The DME framework makes it easy to incorporate and systematically exploit constraints from additional data sources.
A constraint solver derives then automatically the design intended by exploiting these constraints.
The MHE approach is used due to its capability of exploiting physical constraints on states and noise in the estimation process.
Over the last three decades, there has been increasing interest in exploiting sparseness constraints in signal processing, that is, searching for target signals with as few non-zero entries as possible.
Specifically, within the linear instantaneous mixing model, in [8], by exploiting reasonable constraints of symmetry for the data model, ICA has been shown to be equivalent to symmetric whitening, and a fast separation algorithm has been proposed for grayscale recto verso pairs affected by show-through.
Possible strategies include exploiting indicator constraints, specially-ordered-sets (SOS), and other solver optimizations through CMPI.
These steps are: 1) identify the constraints, 2) decision on how to exploit the constraints, 3) subordinate everything around the above decision, 4) elevate the system's constraints, and 5) feedback, back to step 1.
We exploit these constraints to derive a frequency domain maximum a posteriori (MAP) channel estimator.
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