On Mon, Mar 24, 2014 at 01:15:54PM +1300, LizR wrote:
> The use of oracles to see if a programme will halt strikes me as
> unnecessary. Why not define fitness as producing a suitable output within a
> suitable time (a real organism that always did the most optimal thing, but
> only did so slowly, wouldn't survive very long).
> 
> So one could simply run each programme and see if it produces a result in a
> specified time, or use output length / time as the fitness (so a fast less
> accurate result might still be better - consider a real organism again!).
> Once the time gets too long that no possible output could be fitter than
> the one you already have, abort the mutated programme and declare it unfit.
> 

Or better still, perform multi-objective optimisation by way of a Pareto front.

That way fast, but inaccurate agents don't dominate slow and
deliberate ones.

-- 

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Prof Russell Standish                  Phone 0425 253119 (mobile)
Principal, High Performance Coders
Visiting Professor of Mathematics      [email protected]
University of New South Wales          http://www.hpcoders.com.au
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