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Calculating optimal decision using Meta-level agents for Multi-Agents in Networks
Franklin University, Department of Computer Sciences & Mathematics, Columbus, Ohio.
2007 (English)In: Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007, Pt I, Proceedings, Springer Berlin/Heidelberg, 2007, 180-188 p.Conference paper, Published paper (Refereed)
Abstract [en]

In spatial graphs with a vast number of nodes, it is difficult tocompute a solution to graph optimisation problems. We propose an approachusing meta-level agents for multi-agents in a network to calculate an optimaldecision. The network contains nodes and arcs wherein the agents areinformation carriers between the nodes and, since there is one agent per arc, theagents are statically located. These agents, operating at a ground level,communicate with a comprehensive agent, operating at a meta-level. The agentsat the meta-level hold information computed by the ground-level agents, butalso include ground-level agents’ special conditions. As an example, we applythe work to the travelling salesman problem and use a map, with cities androads, constituting the network where the information about the roads is carriedin the meta-level agents. For multi-agents in maps, we use parallel computing.The parallel computing is at the ground-level agents’ level and simulatesgeographical information systems to provide the agents with environmentalinformation.

Place, publisher, year, edition, pages
Springer Berlin/Heidelberg, 2007. 180-188 p.
Series
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743 ; 4692
Keyword [en]
Intelligent agents; Meta-agents; Multi-agent systems; Undirected graphs
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:kth:diva-44436ISI: 000250338500023Scopus ID: 2-s2.0-38049127176ISBN: 978-3-540-74817-5 (print)OAI: oai:DiVA.org:kth-44436DiVA: diva2:450461
Conference
KES 2007
Note

QC 20160929

Available from: 2011-10-20 Created: 2011-10-20 Last updated: 2017-03-27Bibliographically approved

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Håkansson, Anne

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CiteExportLink to record
Permanent link

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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf