Abstract
In tree-based Genetic Programming, subtrees whichrepresent potentially useful sub-solutions can beencapsulated in order to protect them and aid theirproliferation throughout the population. This paperinvestigates implementing this as a multi-run method. Atwo-stage encapsulation scheme based on subtreesurvival and frequency is compared againstAutomatically Defined Functions in fixed and evolvedarchitectures and standard Genetic Programming forsolving a Parity problem.
Cite
CITATION STYLE
Howard, D. (2003). Modularization by Multi-Run Frequency Driven Subtree Encapsulation. In Genetic Programming Theory and Practice (pp. 155–171). Springer US. https://doi.org/10.1007/978-1-4419-8983-3_10
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