It's probably not worth too much taking this a lot further, since we're 
talking in analogies and metaphors. However, it's my intuition that the 
connectivity in a probabilistic formulation is going to produce a much denser 
graph (less sparse matrix) than what you find in the SAT problems that the 
solvers do so well on. And I seriously doubt that a general SMT solver + 
prob. theory is going to beat a custom probabilistic logic solver.


On Wednesday 20 February 2008 05:31:59 pm, Ben Goertzel wrote:
> 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
> 

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agi
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