Created by W.Langdon from gp-bibliography.bib Revision:1.8098
'probe captures function call parameter values and return values' used with GI to improve chosen building block. 'probability divergence metrics' => 'meaningful diversity of a population'
species of hash functions defined by Kullback-Leibler divergence and so is application-specific but can be applied to 'broader scope of mapping-related problems, such as schedulers and cache eviction policies'.
fitness = execution speed in 1e-06 seconds. 'species fingerprint'
'correlations between fitness changes and species events, and the mutation and crossover effects which tend to lead to species creation and extinction'
pop=50 (2 elite), 200gens. Insert before, Insert after, Modify, Delete
early 'major improvements in fitness are the result of new species (i.e., new distributions of elements in the hashtable)' later 'it may be that minor implementation details determine further fitness improvements'. However 'considerable changes in performance are almost always brought by the arrival of new species.' 'crossover is generally more successful at creating new species' but...
'right species turnover rate' 'from gen. 160 the diversity is negligible.' 'library of genetic material'
Genetic Programming entries for Zsolt Nemeth Penelope Faulkner Rainford Barry Porter