6533b857fe1ef96bd12b4dfb
RESEARCH PRODUCT
Quantum Property Testing for Bounded-Degree Graphs
Andris AmbainisAndrew M. ChildsYi-kai Liusubject
Property testingDiscrete mathematicsSpeedupTheoryofComputation_GENERAL0102 computer and information sciences16. Peace & justice01 natural sciencesUpper and lower boundsExponential function010201 computation theory & mathematicsComputerSystemsOrganization_MISCELLANEOUSBounded function0103 physical sciencesQuantum algorithmAlgebraic number010306 general physicsQuantumMathematicsdescription
We study quantum algorithms for testing bipartiteness and expansion of bounded-degree graphs. We give quantum algorithms that solve these problems in time O(N^(1/3)), beating the Omega(sqrt(N)) classical lower bound. For testing expansion, we also prove an Omega(N^(1/4)) quantum query lower bound, thus ruling out the possibility of an exponential quantum speedup. Our quantum algorithms follow from a combination of classical property testing techniques due to Goldreich and Ron, derandomization, and the quantum algorithm for element distinctness. The quantum lower bound is obtained by the polynomial method, using novel algebraic techniques and combinatorial analysis to accommodate the graph structure.
year | journal | country | edition | language |
---|---|---|---|---|
2011-01-01 |