NP-hardness of polytope M-matrix testing and related problems
classification
🧮 math.OC
cs.CCcs.SYeess.SYmath.DS
keywords
np-hardnessm-matrixproblemstestingaffineanalysischaracterizationscombination
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In this note we prove NP-hardness of the following problem: Given a set of matrices, is there a convex combination of those that is a nonsingular M-matrix? Via known characterizations of M-matrices, our result establishes NP-hardness of several fundamental problems in systems analysis and control, such as testing the instability of an uncertain dynamical system, and minimizing the spectral radius of an affine matrix function.
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