Re: optimality of grover's algorithm as proof P != NP

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Lewis McCarthy (lmccarth@cs.umass.edu)
Fri, 19 Feb 1999 04:51:57 -0500


Mike Stay writes:
> If the proofs of the optimality Grover's algorithm are correct, one
> cannot distinguish between a test function with no solutions and one
> with one solution in less than O(2^(k/2)) steps, where k is the number
> of input bits. Since a quantum computer can trivially simulate a
> classical computer, doesn't that proof mean that P != NP?

My short answer is that I doubt it because no-one has been whooping and
jumping about here. :-) But I'll try to offer a little technical
justification for this belief.

As far as I can tell the "unstructured" DB search problem addressed by
Grover's algorithm is not (known to be) NP-complete. By exploiting the
structure of a search problem it is possible to do better than the
lower bound obtained for the unstructured case.

Here's an excerpt from a June `98 paper by Cerf, Grover, and Williams
that seems relevant. (Any typoes are due to me; I'm typing this in from
the PostScript available at <http://xxx.lanl.gov/abs/quant-ph/9806078>.)

Cerf et al.:
        "While there is now good evidence that for unstructured
        problems, the quantum search algorithm is optimal [9-11],
        these results have raised the question of whether faster
        quantum search algorithms might be found for problems that
        possess <i>structure</i> [6, 12-14]. It so happens that NP-
        complete problems have such structure in the sense that one
        can often build up complete solutions (i.e. value assignments
        for all the variables) by extending <i>partial</i> solutions
        (i.e., value assignments for a subset of the variables)."

-Lewis http://www.cs.umass.edu/~lmccarth


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