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arxiv: 1506.03125 · v1 · pith:DABEFXMVnew · submitted 2015-06-09 · 🧮 math.PR · math.OC

Controllability of random systems: Universality and minimal controllability

classification 🧮 math.PR math.OC
keywords controllabilityrandomminimalsystemsmatricesuniversalityclassconcerning
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For a large class of random matrices $A$ and vectors $b$, we show that linear systems formed from the pair $(A,b)$ are controllable with high probability. Despite the fact that minimal controllability problems are, in general, NP-hard, we establish universality results for the minimal controllability of random systems. Our proof relies on the recent developments of Nguyen-Tao-Vu concerning gaps between eigenvalues of random matrices.

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