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AI Challenge Forums • View topic - Genetic Programming

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Genetic Programming

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Re: Genetic Programming

Postby fireduck » Thu Sep 16, 2010 1:37 am

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Re: Genetic Programming

Postby fireduck » Thu Sep 16, 2010 1:42 am

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Re: Genetic Programming

Postby codeRage » Thu Sep 16, 2010 2:07 am

Genetic programming alone won't work. Neither will neural networks. Why? The cutoff's are way too steep. One ship may make the difference between winning a planet and not. In all places I've seen genetic programing & neural networks being applied have a good degree of continuity. Think writing recognition, predicting user preferences, and data modeling (more or less so).

However, you might make use of GP to enhance your current algorithm. Make multiple program versions (randomize your constants), pick the best, then mix them up. Rinse, repeat.

There's a caveat: you HAVE to use a wide array of maps.
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Re: Genetic Programming

Postby Terr » Thu Sep 16, 2010 2:19 am

I believe the map-generator python script is available.
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Re: Genetic Programming

Postby codeRage » Thu Sep 16, 2010 2:23 am

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Re: Genetic Programming

Postby fireduck » Thu Sep 16, 2010 2:56 am

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Re: Genetic Programming

Postby elemeno » Thu Sep 16, 2010 8:26 am

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Re: Genetic Programming

Postby codeRage » Thu Sep 16, 2010 2:45 pm

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Re: Genetic Programming

Postby pepebotella » Mon Sep 20, 2010 3:10 pm

Hi, I want to try with GP, but I never do that.

I found an ANN lib (FANN, for python c++, java, and some more). [1]

I'm looking for some more examples of FANN implementations and some ideas about how to implement this problem.

Thank you guys!

[1]: http://leenissen.dk/fann/
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Re: Genetic Programming

Postby fireduck » Tue Sep 21, 2010 5:00 am

Just in case anyone is interested in my progress: I racked up a substantial EC2 bill (~$360) and my solution is making some *slow* progress. I have wanted to see if this sort of thing would work if given enough cycles for a while and this is as good of a project as any to try it on so I decided to get some hardware to help me throw CPU at it.

Ordered this today:
http://secure.newegg.com/WishList/Publi ... r=15745346

AMD 24(!) core 1.9ghz monster. This will be the most powerful system I've ever owned by a factor of about 8. I am pretty excited about it.
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