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July 2013

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Subject:
Re: Random number generator
From:
Sean Luke <[log in to unmask]>
Reply To:
ECJ Evolutionary Computation Toolkit <[log in to unmask]>
Date:
Mon, 15 Jul 2013 16:17:41 -0400
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On Jul 15, 2013, at 10:03 AM, SUBSCRIBE ECJ-INTEREST-L Anonymous wrote:



> I created 12 threads and specified 12 seeds for each, ran it twice but didn't get 

> replicable results.

> 

> Anybody have any ideas?



The latest version of ECJ introduced a new SimpleEvaluator which could have caused a bug, but it seems more likely that you might not be practicing good random number generator hygene in your problem.



	- Always use state.random[threadnum], unless you *know* you are in a single-threaded environment and don't have a threadnum, in which case use state.random[0]



	- Never use java.util.Random, Math.random(), etc.



Could you give an example of ECJ not producing replicable results on any of the demo problems provided?  Please use the SVN repository version.



Sean

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