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Showing that spareness of NMF bases is somehow a side effect, Hoyer [20] introduced a constraint term to explicitly control the degree of spareness of learned bases.
Ma and Meeker [74] studied how the sample size and model parameter errors effect the test success rate and estimation accuracy, and introduced a constraint into the optimization model to assure the success rate of ALT with a limited sample size.
Several researchers have introduced a constraint on the total enzyme concentration to overcome this issue and assure that it never reaches a value that is considered unacceptable for the cell viability [ 1, 6, 10, 13].
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This amounts to introducing a constraint on syntax.
This ground station is ideal for the mission, though it introduces a constraint on orbital inclination.
Instead of ‖wz,d ‖2 = 1, we propose to introduce a constraint directly applied to the virtual impulse response vz,d.
Durability of the optimized mix is ensured by introducing a constraint on adequacy of asphalt film thickness.
For M≥4, as the running times may be extremely large, we introduce a constraint that significantly reduces the exploration space: no SPM-assigned lattice can cross a bank boundary.
This introduces a constraint on the change in gene expression against mutations.
The transition matrix was also calculated introducing a constraint to produce only non-negative entries, using the MATLAB function lsqnonneg.
Tight linkage of genes thus introduces a constraint, in addition to any constraint imposed by selection, because linked genes are not transferred independently of one another.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com