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Theory Seminar: A Quantum Time-Space Lower Bound for the Counting Hierarchy
Thomas Watson
Tuesday, April 29, 2008 3:00 p.m., 3310 CS
Abstract:
We obtain the first nontrivial time-space lower bound for quantum
algorithms solving problems related to satisfiability. Our bound applies
to MajSAT and MajMajSAT, which are complete problems for the first and
second levels of the counting hierarchy, respectively. We prove that for
every real d and every positive real ε there exists a real c > 1 such that
either:
- MajMajSAT does not have a quantum algorithm with bounded two-sided
error that runs in time nc, or
- MajSAT does not have a quantum algorithm with bounded two-sided
error that runs in time nd and space n1-ε.
In particular, MajMajSAT cannot be solved by a quantum algorithm with
bounded two-sided error running in time n1+o(1) and space n1-ε for
any positive real ε.
The key technical novelty is a time- and space-efficient simulation of
quantum computations with intermediate measurements by probabilistic
machines with unbounded error. We also develop a model that is
particularly suitable for the study of general quantum computations with
simultaneous time and space bounds. However, our arguments hold for any
reasonable uniform model of quantum computation.
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