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Conventional Kalman filer has no robustness to address system uncertainties which may corrupt filter performance and even cause filter divergence.
This means that requiring the prevalence not to exceed 2.1% of the initial population has no robustness against model uncertainty.
This intervention has no robustness to uncertainty when requiring a 2% prevalence after 10 years; in fact, the estimated prevalence at 10 years is greater than 2%.
The horizontal intercept in Figure 1 is an example of the property of zeroing that holds for all info-gap robustness curves: The outcome predicted by the model, when adopted as the performance requirement, has no robustness against uncertainty in the model.
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As shown in Table 6, the proposed method using "sameQ" had no robustness against JPEG compression of quality 75%.
My position is that a robust system needs to produce frequent crashes, with citizens immune to them, rather than infrequent total collapse, for which we have no robustness.
However, the zeroing property means that these predictions have no robustness to uncertainty in the model used for prediction.
When models are highly uncertain, it is unrealistic to prioritize one's options based on predicted outcomes of those options, because those predictions have no robustness to errors in the underlying models.
The robustness of these organisms was computed and an analysis of variance showed that, consistent with previous work [ 27, 28], high mutation rates tended to favor the evolution of robustness (P < 0.001), whereas population size had no direct effect on robustness (P = 0.818), but and indirect one conditional on mutation rate (interaction term, P < 0.001).
Moreover, C4 plant has better robustness no matter the objective function is biomass synthesis or CO2 fixation.
Changing the dynamic friction coefficient had no effect on the robustness of the disturbance observer.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com