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Subject: Re: Research idea? re: weight optimization

Author: Steve Maughan

Date: 03:15:47 12/29/01

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Tom,

>Has this been done before? Are there any glaring problems with this idea? Does
>anybody want to try this? If so, I'd like some credit for it. If not, I'll
>probably get around to trying it sometime...

I had a similar idea but haven't got round to testing it.  I think it possibly
will work.  In many respects it is analogous to training Neural Networks via
Backpropagation.  It's probably worth having a search on the web for info in
backpropagation training as it may trigger some thought processes.  Another idea
may be to run this for a large number of positions (~10,000) with a shallow
search (4 ply) and collect all of the coefficient deltas - applying the changes
at the end.  This may give a more stable situation.  I don't think you need a
particularly deep search for this to work since all you're trying to do is
improve a static evaluation with a search + static evaluation - i.e. any amount
of searching will be better than none at all.  It's also probably better to use
positions were the best move is not a capture.  Some people may critisise this
as it will not find the optimal evaluation but I think it may at least improve
it - and that's a start.

Just my random thoughts!  Let us know how it works out!

Regards,

Steve



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