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Zhang [28] also proposed a set of properties including decentralization, scalability, sparsity, privacy, security, confidentiality, dynamics, and robustness, which are requirements that effective trust management should take into account.
But how important has the dynamics of robustness and decay been in the history of life?
I use a mathematical model to analyze the evolutionary dynamics of robustness in order to understand aspects of organismal design by natural selection.
That example fixed ideas and showed how one must analyze the joint evolution of two characters to understand the evolutionary dynamics of robustness.
We choose Boolean network to analyze the dynamics and robustness of the yeast sporulation network.
Previous studies on Boolean networks mostly assume several parameters as important from the very beginning (such as connectivity or bias) and use those to identify dynamics or robustness properties.
Whether combinatorial control may also limit the transcriptional response to changes in the level of other pluripotency transcription factors is a relevant point for the further understanding of the dynamics and robustness of the pluripotency GRN.
Here, by comparing the results of applying DFBA, M-DFBA, R-DFBA and their extensions to those of the kinetic models for the Calvin-Benson cycle and plant carbohydrate metabolism, our analysis discriminates between the different mechanisms which result in the apparent metabolic network dynamics and robustness.
Therefore we believe that the information fusion procedure proposed in this paper has the ability to open the discussion on various aspects of the dynamics and robustness of Boolean networks using new non-linear tools from the area of information fusion.
We considered three types of robust dynamical behavior: topological robustness means the dynamics are robust to alterations in the network wiring; mutational robustness means the dynamics are robust to alterations in the interaction strengths (with no changes to which nodes are connected); and environmental robustness means that the dynamics are robust to changes in the initial conditions.
Global sensitivity analysis reveals that most of the parameters do not significantly affect the AP-1 DNA binding activity dynamics indicating the robustness of our hypotheses on the dynamic balance of AP-1 dimer forms.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com