sus Implicit Evolution in CogPrime 217 33.2 Estimation of Distribution Algorithms 218 33.3 Competent Program Evolution via MOSES 219 33.3.1 Statics 219 33.3.2 Dynamics 222 33.3.3 Architecture 223 33.3.4 Example: Artificial Ant Problem 224 33.3.5 Discussion 229 33.3.6 Conclusion

loit the unique properties of program learning problems. This facilitates effective problem decomposition (and thus competent optimization). 33.3.1 Statics The basic goal of MOSES is to exploit the regularities in program spaces outlined in the previ- ous section, most critically behavioral decomposabil

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