Asynchronous simulation of Boolean networks by monotone Boolean networks

preprint2016arXivOpen access

Abstract

We prove that the fully asynchronous dynamics of a Boolean network f:{0,1}n→{0,1}nf:\{0,1\}^n\to\{0,1\}^n without negative loop can be simulated, in a very specific way, by a monotone Boolean network with 2n2n components. We then use this result to prove that, for every even nn, there exists a monotone Boolean network f:{0,1}n→{0,1}nf:\{0,1\}^n\to\{0,1\}^n, an initial configuration xx and a fixed point yy of ff such that: (i) yy can be reached from xx with a fully asynchronous updating strategy, and (ii) all such strategies contains at least 2n22^{\frac{n}{2}} updates. This contrasts with the following known property: if f:{0,1}n→{0,1}nf:\{0,1\}^n\to\{0,1\}^n is monotone, then, for every initial configuration xx, there exists a fixed point yy such that yy can be reached from xx with a fully asynchronous strategy that contains at most nn updates.

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