Publikation: Swarm in a Fly Bottle : Feedback-Based Analysis of Self-organizing Temporary Lock-ins
Lade...
Dateien
Zu diesem Dokument gibt es keine Dateien.
Datum
2014
Autor:innen
Valentini, Gabriele
Herausgeber:innen
ISSN der Zeitschrift
Electronic ISSN
ISBN
Bibliografische Daten
Verlag
Schriftenreihe
Auflagebezeichnung
DOI (zitierfähiger Link)
Internationale Patentnummer
Angaben zur Forschungsförderung
Projekt
Open Access-Veröffentlichung
Core Facility der Universität Konstanz
Titel in einer weiteren Sprache
Publikationstyp
Beitrag zu einem Konferenzband
Publikationsstatus
Published
Erschienen in
DORIGO, Marco, ed., Mauro BIRATTARI, ed., Heiko HAMANN, ed. and others. Swarm Intelligence : 9th International Conference, ANTS 2014, Proceedings. Cham: Springer, 2014, pp. 170-181. Lecture Notes in Computer Science, LNCS. 8667. ISSN 0302-9743. eISSN 1611-3349. ISBN 978-3-319-09951-4. Available under: doi: 10.1007/978-3-319-09952-1_15
Zusammenfassung
Self-organizing systems that show processes of pattern formation rely on positive feedback. Especially in swarm systems, positive feedback builds up in a transient phase until maximal positive feedback is reached and the system converges. We investigate alignment in locusts as an example of swarm systems showing time-variant positive feedback. We identify an influencing bias in the spatial distribution of agents compared to a well-mixed distribution and two features, percentage of aligned swarm members and neighborhood size, that allow to model the time variance of feedbacks. We report an urn model that is capable of qualitatively representing all these relevant features. The increase of neighborhood sizes over time enables the swarm to lock in a highly aligned state but also allows for infrequent switching between lock-in states.
Zusammenfassung in einer weiteren Sprache
Fachgebiet (DDC)
004 Informatik
Schlagwörter
Positive Feedback, Neighborhood Size, Pair Correlation Function, Markov Chain Model, Swarm Size
Konferenz
Swarm Intelligence : 9th International Conference, ANTS 2014, 10. Sept. 2014 - 12. Sept. 2014, Brussels, Belgium
Rezension
undefined / . - undefined, undefined
Zitieren
ISO 690
HAMANN, Heiko, Gabriele VALENTINI, 2014. Swarm in a Fly Bottle : Feedback-Based Analysis of Self-organizing Temporary Lock-ins. Swarm Intelligence : 9th International Conference, ANTS 2014. Brussels, Belgium, 10. Sept. 2014 - 12. Sept. 2014. In: DORIGO, Marco, ed., Mauro BIRATTARI, ed., Heiko HAMANN, ed. and others. Swarm Intelligence : 9th International Conference, ANTS 2014, Proceedings. Cham: Springer, 2014, pp. 170-181. Lecture Notes in Computer Science, LNCS. 8667. ISSN 0302-9743. eISSN 1611-3349. ISBN 978-3-319-09951-4. Available under: doi: 10.1007/978-3-319-09952-1_15BibTex
@inproceedings{Hamann2014Swarm-59895,
year={2014},
doi={10.1007/978-3-319-09952-1_15},
title={Swarm in a Fly Bottle : Feedback-Based Analysis of Self-organizing Temporary Lock-ins},
number={8667},
isbn={978-3-319-09951-4},
issn={0302-9743},
publisher={Springer},
address={Cham},
series={Lecture Notes in Computer Science, LNCS},
booktitle={Swarm Intelligence : 9th International Conference, ANTS 2014, Proceedings},
pages={170--181},
editor={Dorigo, Marco and Birattari, Mauro and Hamann, Heiko},
author={Hamann, Heiko and Valentini, Gabriele}
}RDF
<rdf:RDF
xmlns:dcterms="http://purl.org/dc/terms/"
xmlns:dc="http://purl.org/dc/elements/1.1/"
xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
xmlns:bibo="http://purl.org/ontology/bibo/"
xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
xmlns:foaf="http://xmlns.com/foaf/0.1/"
xmlns:void="http://rdfs.org/ns/void#"
xmlns:xsd="http://www.w3.org/2001/XMLSchema#" >
<rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/59895">
<dc:language>eng</dc:language>
<dc:rights>terms-of-use</dc:rights>
<dc:creator>Hamann, Heiko</dc:creator>
<dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-01-23T13:45:39Z</dc:date>
<dc:contributor>Hamann, Heiko</dc:contributor>
<void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
<foaf:homepage rdf:resource="http://localhost:8080/"/>
<dc:creator>Valentini, Gabriele</dc:creator>
<bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/59895"/>
<dcterms:title>Swarm in a Fly Bottle : Feedback-Based Analysis of Self-organizing Temporary Lock-ins</dcterms:title>
<dc:contributor>Valentini, Gabriele</dc:contributor>
<dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
<dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
<dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-01-23T13:45:39Z</dcterms:available>
<dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
<dcterms:issued>2014</dcterms:issued>
<dcterms:abstract xml:lang="eng">Self-organizing systems that show processes of pattern formation rely on positive feedback. Especially in swarm systems, positive feedback builds up in a transient phase until maximal positive feedback is reached and the system converges. We investigate alignment in locusts as an example of swarm systems showing time-variant positive feedback. We identify an influencing bias in the spatial distribution of agents compared to a well-mixed distribution and two features, percentage of aligned swarm members and neighborhood size, that allow to model the time variance of feedbacks. We report an urn model that is capable of qualitatively representing all these relevant features. The increase of neighborhood sizes over time enables the swarm to lock in a highly aligned state but also allows for infrequent switching between lock-in states.</dcterms:abstract>
</rdf:Description>
</rdf:RDF>Interner Vermerk
xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter
Prüfungsdatum der Dissertation
Finanzierungsart
Kommentar zur Publikation
Allianzlizenz
Corresponding Authors der Uni Konstanz vorhanden
Internationale Co-Autor:innen
Universitätsbibliographie
Nein
