Random-DFA synchronization-time mean-field conjecture

Let τsync\tau_{\rm sync} denote the synchronization time of the random DFA, and retain the notation in which Q\mathbf Q is the uniform distribution on words of the relevant length. Random-DFA synchronization-time conjecture.

EQ[τsync]nP2.\frac{\mathbf E_{\mathbf Q}[\tau_{\rm sync}]}{n}\overset{\mathbb P}{\longrightarrow}2.

Therefore, for every ε>0\varepsilon>0, there exists c=cε>0c=c_\varepsilon>0 such that, with high probability,

Q(τsync>cn)ε.\mathbf Q(\tau_{\rm sync}>cn)\le\varepsilon.

The conjecture expresses the expected mean-field behavior suggested by the analogous coalescing-walk model: synchronization should occur on the linear time scale, with asymptotic mean 2n2n.

Sources & referencesView supporting material

Primary source

Matteo Quattropani and Federico Sau, “On the meeting of random walks on random DFA”, arXiv:2204.02827 (2023).

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