Abstract
We analyse building block supply in the initial
population for genetic programming. Facetwise models
for the supply of a single schema as well as for the
supply of all schemas in a partition are developed. An
estimate for the population size, given the size (or
size distribution) of trees, that ensures the presence
of all raw building blocks with a given error is
derived using these facetwise models. The facetwise
models and the population sizing estimate are verified
with empirical results.
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