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The influence of the topology on the asymptotic states of a network of interacting chemical species has been studied by simulating its time evolution.
Similarly in another yeast model, S. cerevisiae, [32] it was shown that for 2048 initial states of a network with 11 elements there were 7 fixed point attractors with 86% of final states in the attractor associated with the G1 stage of the cell cycle.
Flux balance analysis relies on several assumptions that essentially impose constraints on the allowable states of a network.
Ideally, these constraints are derived from fundamental physical and chemical principles so that the physically realistic states of a network can be accurately identified and the unrealistic states ignored.
In other words, if we had the ability to go back and resurrect the ancestral states of a network's hub and then replace its modern counterpart with this ancestral component, what would we observe?
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Rather, truly effective solutions must continuously monitor the state of a network's entry points and the data within.
Thus, there is a need to deal with varying network topologies as mobility affects the steady state of a network.
(ii) How parameters of the network nodes can affect the reachability and stability of the synchronous state of a network.
Intucell's SON uses big data to assess the state of a network and lets a carrier's towers communicate with each other.
A measure called integration, originating from information theory and derived from mutual information, has been proposed to characterize the global integrative state of a network.
The question raised in the paper is whether information needed to move the steady state of a network can be deduced from an analysis of highly simplified, empirically determined models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com