On the Effectiveness of Genetic Operations in Symbolic Regression
Publikation, 2015
Outline
B. Burlacu, M. Affenzeller, M. Kommenda - On the Effectiveness of Genetic Operations in Symbolic Regression - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spanien, 2015, pp. 367-374
Abstract
This paper describes a methodology for analyzing the evolutionary dynamics of genetic programming (GP) using genealogical information, diversity measures and information about the fitness variation from parent to offspring. We introduce a new subtree tracing approach for identifying the origins of genes in the structure of individuals, and we show that only a small fraction of ancestor individuals are responsible for the evolvement of the best solutions in the population.
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