http://www.cnr.it/ontology/cnr/individuo/prodotto/ID308198
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)
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- Rivista
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- 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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- Autore CNR
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