Towards a Cognitive Design Pattern for Collective Decision-Making (Contributo in atti di convegno)

Type
Label
  • Towards a Cognitive Design Pattern for Collective Decision-Making (Contributo in atti di convegno) (literal)
Anno
  • 2014-01-01T00:00:00+01:00 (literal)
Alternative label
  • Reina, Andreagiovanni; Dorigo, Marco; Trianni, Vito (2014)
    Towards a Cognitive Design Pattern for Collective Decision-Making
    in ANTS 2014: Ninth International Conference on Swarm Intelligence
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Reina, Andreagiovanni; Dorigo, Marco; Trianni, Vito (literal)
Pagina inizio
  • 194 (literal)
Pagina fine
  • 205 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 8667 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#volumeInCollana
  • 8667 (literal)
Rivista
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali
  • 12 (literal)
Note
  • ISI Web of Science (WOS) (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • Université Libre de Bruxelles, Belgium; ISTC-CNR, Italy (literal)
Titolo
  • Towards a Cognitive Design Pattern for Collective Decision-Making (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#isbn
  • 978-3-319-09951-4 (literal)
Abstract
  • We introduce the concept of cognitive design pattern to provide a design methodology for distributed multi-agent systems. A cognitive design pattern is a reusable solution to tackle problems requiring cognitive abilities (e. g., decision-making, attention, categorisation). It provides theoretical models and design guidelines to define the individual control rules in order to obtain a desired behaviour for the multi-agent system as a whole. In this paper, we propose a cognitive design pattern for collective decision-making inspired by the nest-site selection behaviour of honeybee swarms. We illustrate how to apply the pattern to a case study involving spatial factors: the collective selection of the shortest path between two target areas. We analyse the dynamics of the multi-agent system and we show a very good agreement with the predictions of the macroscopic model. (literal)
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