Long Random Linear Programs Do Not Generalize
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The chance of solving a problem by random search of long linear programs tends to a limit as their size increases. When all outputs are equally used this limit is no more than 2−|test set|. The chance of randomly finding a long linear general solution is exponentially small.
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[2] William B. Langdon,et al. Scaling of Program Fitness Spaces , 1999, Evolutionary Computation.