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We investigated the mechanism of how the allowable model error showed a broad range.
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Based on the maximum allowable radiation loss model, the thickness of insulation material is optimized.
The performance measure is the worst-possible steady-state absolute value of the controlled output, over the class of allowable disturbances and model perturbations.
Here we address the experiment design problem from a "dual" point of view and in a closed-loop setting: given a maximum allowable control-oriented model uncertainty measure compatible with our robust control specifications, what is the cheapest identification experiment that will give us an uncertainty set that is within the required bounds?
This is the most parsimonious model allowable, where the connections among the clusters are assigned taking into account both their positions on the discriminant axes and the geographical region most represented in each cluster.
The allowable ranges of the model error were broad, but the mean model error for all the enzyme combinations decreased as the number of integrated enzymes increased.
RMSEA is very close to the 0.08 level set by Browne and Cudeck (1993) as the maximum allowable for an acceptable model.
Table 1 Nominal values and allowable ranges for the model parameters Parameters Nominal value Variation ranges TOP i (cmH2O) 30 (5, 60) Stiffness coefficient S i (cmH2O/ml2) 0.005(0.505, 0.5) Extrinsic pressure P ext,i (cmH2O) 28.8 (−28.828.8).
The allowable ranges of the model error became narrow significantly (data not shown).
We applied environmental constraints as bounds on individual fluxes (e.g., flux capacities, thermodynamics), defining the smaller solution space that represents the allowable phenotypes for the model.
In this model, the total allowable emissions in a country or region are set in advance ("capped").
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com