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One mathematical aspect of robustness for numerical methods is the positivity-preserving property.
Robustness to mutations is a particular aspect of robustness in which the phenotype is resistant to genotypic variation.
An important aspect of robustness is that indicators should respond specifically to changes in the pressures they are designed to detect (e.g. fishing) rather than changes in other drivers (e.g. environment).
They emphasize the aspect of robustness to imposter attacks.
This leads to the important aspect of robustness of our method, for which a number of still limiting considerations must be taken into account.
Why is it that most texts ignore this aspect of robustness?
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The assessment framework is applied here to study damage tolerance, but the procedure can be applied as well to other aspects of robustness such as tolerance to human error in design or construction.
A four-layer criteria set is developed from aspects of robustness, productivity and sustainability, and weights are determined through Analytic Hierarchy Process.
From these data points we derive trends in the modularity-dependence of different aspects of robustness.
In this paper we measure the relation between network modularity and several aspects of robustness directly in a model system of metabolism.
One valuable aspect of this robustness measurement, is that it can be operationalised: it is possible to quantify the robustness of an existing system, without relying on simulation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com