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Journal of Dynamics and Differential Equations
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Synchronization and Random Attractors in Reaction Jump Processes

Authors: Engel, Maximilian; Olicón-Méndez, Guillermo; Wehlitz, Nathalie; Winkelmann, Stefanie;

Synchronization and Random Attractors in Reaction Jump Processes

Abstract

Abstract This work explores a synchronization-like phenomenon induced by common noise for continuous-time Markov jump processes given by chemical reaction networks. Based on Gillespie’s stochastic simulation algorithm, a corresponding random dynamical system is formulated in a two-step procedure, at first for the states of the embedded discrete-time Markov chain and then for the augmented Markov chain including random jump times. We uncover a time-shifted synchronization in the sense that—after some initial waiting time—one trajectory exactly replicates another one with a certain time delay. Whether or not such a synchronization behavior occurs depends on the combination of the initial states. We prove this partial time-shifted synchronization for the special setting of a birth-death process by analyzing the corresponding two-point motion of the embedded Markov chain and determine the structure of the associated random attractor. In this context, we also provide general results on existence and form of random attractors for discrete-time, discrete-space random dynamical systems.

Countries
Germany, Netherlands
Keywords

Reaction jump processes, Chemical reaction networks, Probability (math.PR), Random attractors, Dynamical Systems (math.DS), Synchronization, 510, Mathematik, FOS: Mathematics, 37H99, 60J27, 60J10, 92C40, Random periodic orbits, Mathematics - Dynamical Systems, Mathematics - Probability

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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