A Closer Look Down the Basins of Attraction

Erik Pitzer; Michael Affenzeller; Andreas Beham

doi:10.1109/UKCI.2010.5625595

A Closer Look Down the Basins of Attraction

Erik Pitzer, Michael Affenzeller, Andreas Beham

Research Center Hagenberg

Publikation: Beitrag in Buch/Bericht/Tagungsband › Konferenzbeitrag › Begutachtung

12 Zitate (Scopus)

Abstract

Formal fitness landscape analysis enables us to study basins of attraction with great detail. This seemingly simple concept shows more variability and influence on heuristic algorithms than might be expected. We have taken a new perspective and a closer look at the properties of basins of attraction using two-dimensional visualizations to arrive at a conceptually simple but heuristically challenging test function that exhibits "misleading" basins of attraction.

Originalsprache	Englisch
Titel	2010 UK Workshop on Computational Intelligence, UKCI 2010
Herausgeber (Verlag)	IEEE
Seitenumfang	6
ISBN (Print)	978-1-4244-8775-2
DOIs	https://doi.org/10.1109/UKCI.2010.5625595
Publikationsstatus	Veröffentlicht - 2010
Veranstaltung	2010 UK Workshop on Computational Intelligence (UKCI) - Colchester, Großbritannien/Vereinigtes Königreich Dauer: 8 Sep. 2010 → 10 Sep. 2010 http://csee.essex.ac.uk/ukci2010/

Publikationsreihe

Name	2010 UK Workshop on Computational Intelligence, UKCI 2010

Workshop

Workshop	2010 UK Workshop on Computational Intelligence (UKCI)
Land/Gebiet	Großbritannien/Vereinigtes Königreich
Ort	Colchester
Zeitraum	08.09.2010 → 10.09.2010
Internetadresse	http://csee.essex.ac.uk/ukci2010/

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10.1109/UKCI.2010.5625595

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title = "A Closer Look Down the Basins of Attraction",

abstract = "Formal fitness landscape analysis enables us to study basins of attraction with great detail. This seemingly simple concept shows more variability and influence on heuristic algorithms than might be expected. We have taken a new perspective and a closer look at the properties of basins of attraction using two-dimensional visualizations to arrive at a conceptually simple but heuristically challenging test function that exhibits {"}misleading{"} basins of attraction.",

author = "Erik Pitzer and Michael Affenzeller and Andreas Beham",

year = "2010",

doi = "10.1109/UKCI.2010.5625595",

language = "English",

isbn = "978-1-4244-8775-2",

series = "2010 UK Workshop on Computational Intelligence, UKCI 2010",

publisher = "IEEE",

booktitle = "2010 UK Workshop on Computational Intelligence, UKCI 2010",

note = "2010 UK Workshop on Computational Intelligence (UKCI) ; Conference date: 08-09-2010 Through 10-09-2010",

url = "http://csee.essex.ac.uk/ukci2010/",

}

Pitzer, E , Affenzeller, M & Beham, A 2010, A Closer Look Down the Basins of Attraction. in 2010 UK Workshop on Computational Intelligence, UKCI 2010., 5625595, 2010 UK Workshop on Computational Intelligence, UKCI 2010, IEEE, 2010 UK Workshop on Computational Intelligence (UKCI), Colchester, Großbritannien/Vereinigtes Königreich, 08.09.2010. https://doi.org/10.1109/UKCI.2010.5625595

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T1 - A Closer Look Down the Basins of Attraction

AU - Pitzer, Erik

AU - Affenzeller, Michael

AU - Beham, Andreas

PY - 2010

Y1 - 2010

N2 - Formal fitness landscape analysis enables us to study basins of attraction with great detail. This seemingly simple concept shows more variability and influence on heuristic algorithms than might be expected. We have taken a new perspective and a closer look at the properties of basins of attraction using two-dimensional visualizations to arrive at a conceptually simple but heuristically challenging test function that exhibits "misleading" basins of attraction.

AB - Formal fitness landscape analysis enables us to study basins of attraction with great detail. This seemingly simple concept shows more variability and influence on heuristic algorithms than might be expected. We have taken a new perspective and a closer look at the properties of basins of attraction using two-dimensional visualizations to arrive at a conceptually simple but heuristically challenging test function that exhibits "misleading" basins of attraction.

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U2 - 10.1109/UKCI.2010.5625595

DO - 10.1109/UKCI.2010.5625595

M3 - Conference contribution

SN - 978-1-4244-8775-2

T3 - 2010 UK Workshop on Computational Intelligence, UKCI 2010

BT - 2010 UK Workshop on Computational Intelligence, UKCI 2010

PB - IEEE

T2 - 2010 UK Workshop on Computational Intelligence (UKCI)

Y2 - 8 September 2010 through 10 September 2010

ER -

A Closer Look Down the Basins of Attraction

Abstract

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Workshop

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