Computational Discrete Mathematics
The complexity of the characteristic and the minimal polynomial
Theoretical Computer Science - Mathematical foundations of computer science
Functional programming concepts and straight-line programs in computer algebra
Mathematics and Computers in Simulation
The quantum query complexity of the determinant
Information Processing Letters
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Operations Research Letters
Noncommutativity makes determinants hard
ICALP'13 Proceedings of the 40th international conference on Automata, Languages, and Programming - Volume Part I
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In this paper we approach the problem of computing the characteristic polynomial of a matrix from the combinatorial viewpoint. We present several combinatorial characterizations of the coefficients of the characteristic polynomial in terms of walks and closed walks of different kinds in the underlying graph. We develop algorithms based on these characterizations and show that they tally with well-known algorithms arrived at independently from considerations in linear algebra.