Analysis of the effects of enhanced selection concepts for genetic programming based structure identification using fine-grained population diversity estimation
title = "Analysis of the effects of enhanced selection concepts
for genetic programming based structure identification
using fine-grained population diversity estimation",
booktitle = "GECCO '11: Proceedings of the 13th annual conference
companion on Genetic and evolutionary computation",
abstract = "In this paper we use a formalism for estimating the
structural similarity of formulae for measuring the
genetic diversity among GP populations. As we show in
the results section of this paper, population diversity
differs a lot in the test runs depending on the
selection schemata used; especially the use of strict
offspring selection has a significant effect on the
progress of the population's diversity.",
notes = "NOX 2litre 4 cylinder automobile BMW 302d Sedan. UCI
Thyroid and Wisconsin. heuristicLab. Max tree size 50,
4000 generations. Strict offspring selection.
Also known as \cite{2001967} Distributed on CD-ROM at
GECCO-2011.