Analysis of the effects of enhanced selection concepts for genetic programming based structure identification using fine-grained population diversity estimation

Publikation: Beitrag in Buch/Bericht/TagungsbandKonferenzbeitragBegutachtung

Abstract

In this paper we use a formalism for estimating the structural similarity of formulas 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.

OriginalspracheEnglisch
TitelGenetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication
Herausgeber (Verlag)ACM Sigevo
Seiten195-196
Seitenumfang2
ISBN (Print)9781450306904
DOIs
PublikationsstatusVeröffentlicht - 2011
Veranstaltung13th Annual Genetic and Evolutionary Computation Conference, GECCO'11 - Dublin, Irland
Dauer: 12 Jul 201116 Jul 2011

Publikationsreihe

NameGenetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication

Konferenz

Konferenz13th Annual Genetic and Evolutionary Computation Conference, GECCO'11
LandIrland
OrtDublin
Zeitraum12.07.201116.07.2011

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