2009 IEEE International Conference on
Systems, Man, and Cybernetics |
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Abstract
We show this for the Avida digital organism by showing a simple evolutionary strategy generates the Avida target in far fewer queries using only the prior information available to Avida. Our analysis illustrates the exponential difficulty of a search for the best search with respect to the underlying search itself.