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arxiv: 1704.07291 · v1 · pith:ASP65OTZnew · submitted 2017-04-21 · 💻 cs.DS · cs.CC· cs.SY· eess.SY· math.OC· q-bio.MN

Minimal Controllability of Conjunctive Boolean Networks is NP-Complete

classification 💻 cs.DS cs.CCcs.SYeess.SYmath.OCq-bio.MN
keywords controllabilitybooleanconjunctiveminimalcbcnnetworkproblemstate-variables
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Given a conjunctive Boolean network (CBN) with $n$ state-variables, we consider the problem of finding a minimal set of state-variables to directly affect with an input so that the resulting conjunctive Boolean control network (CBCN) is controllable. We give a necessary and sufficient condition for controllability of a CBCN; an $O(n^2)$-time algorithm for testing controllability; and prove that nonetheless the minimal controllability problem for CBNs is NP-hard.

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