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Characteristic Polynomial
Complexity Class
Computational Complexity
Eigenvalues
Equivalence Relation
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Complexity classes of equivalence problems revisited
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Complexity classes of equivalence problems revisited
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Lance Fortnow
,
Joshua A. Grochow
To determine if two lists of numbers are the same set, we sort both lists and see if we get the same result. The sorted list is a
canonical form
for the
equivalence relation
of set equality. Other canonical forms arise in
graph isomorphism
algorithms. To determine if two graphs are cospectral (have the same eigenvalues), we compute their characteristic polynomials and see if they are equal; the
characteristic polynomial
is a complete invariant for cospectrality. Finally, an
equivalence relation
may be decidable in P without either a complete invariant or canonical form. Blass and Gurevich (1984) asked whether these conditions on equivalence relations—having an FP canonical form, having an FP complete invariant, and being in P—are distinct. They showed that this question requires non-relativizing techniques to resolve. We extend their results, and give new connections to probabilistic and quantum computation.
Journal:
Information and Computation/information and Control - IANDC
, vol. 209, no. 4, pp. 748-763, 2011
DOI:
10.1016/j.ic.2011.01.006
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