Not necessarily, because

--- one can encode a subset of the rules of probability as a theory in
SMT, and use an SMT solver

-- one can use probabilities to guide the search within an SAT or SMT solver...

ben

On Wed, Feb 20, 2008 at 5:00 PM, J Storrs Hall, PhD <[EMAIL PROTECTED]> wrote:
> A PROBABILISTIC logic network is a lot more like a numerical problem than a
>  SAT problem.
>
>
>
>  On Wednesday 20 February 2008 04:41:51 pm, Ben Goertzel wrote:
>  > On Wed, Feb 20, 2008 at 4:27 PM, J Storrs Hall, PhD <[EMAIL PROTECTED]>
>  wrote:
>  > > OK, imagine a lifetime's experience is a billion symbol-occurences.
>  Imagine
>  > >  you have a heuristic that takes the problem down from NP-complete (which
>  it
>  > >  almost certainly is) to a linear system, so there is an N^3 algorithm 
> for
>  > >  solving it. We're talking order 1e27 ops.
>  >
>  > That's kind of specious, since modern SAT and SMT solvers can solve many
>  > realistic instances of NP-complete problems for large n, surprisingly
>  quickly...
>  >
>  > and without linearizing anything...
>  >
>  > Worst-case complexity doesn't mean much...
>  >
>  > ben
>  >
>
> > -------------------------------------------
>  > agi
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-- 
Ben Goertzel, PhD
CEO, Novamente LLC and Biomind LLC
Director of Research, SIAI
[EMAIL PROTECTED]

"If men cease to believe that they will one day become gods then they
will surely become worms."
-- Henry Miller

-------------------------------------------
agi
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