What Do Agent-Based and Equation-Based Modelling Tell Us About Social Conventions: The Clash Between ABM and EBM in a Congestion Game Framework (Articolo in rivista)

Type

• Prodotto della ricerca (Classe)
• Articolo in rivista (Classe)

Label

• What Do Agent-Based and Equation-Based Modelling Tell Us About Social Conventions: The Clash Between ABM and EBM in a Congestion Game Framework (Articolo in rivista) (literal)

Anno

• 2010-01-01T00:00:00+01:00 (literal)

Alternative label

• Cecconi, F., Campennì, M., Andrighetto, G., Conte, R. (2010)
  What Do Agent-Based and Equation-Based Modelling Tell Us About Social Conventions: The Clash Between ABM and EBM in a Congestion Game Framework
  in JASSS (Guildf.)
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Cecconi, F., Campennì, M., Andrighetto, G., Conte, R. (literal)

Pagina inizio

• 6 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url

• http://jasss.soc.surrey.ac.uk/13/1/6.html (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume

• 13 (literal)

Rivista

• JASSS (Rivista)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo

• 1 (literal)

Note

• ISI Web of Science (WOS) (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• ISTC-CNR (literal)

Titolo

• What Do Agent-Based and Equation-Based Modelling Tell Us About Social Conventions: The Clash Between ABM and EBM in a Congestion Game Framework (literal)

Abstract

• In this work simulation-based and analytical results on the emergence steady states in traffic-like interactions are presented and discussed. The objective of the paper is twofold: i) investigating the role of social conventions in coordination problem situations, and more specifically in congestion games; ii) comparing simulation-based and analytical results to figure out what these methodologies can tell us on the subject matter. Our main issue is that Agent-Based Modelling (ABM) and the Equation-Based Modelling (EBM) are not alternative, but in some circumstances complementary, and suggest some features distinguishing these two ways of modeling that go beyond the practical considerations provided by Parunak H.V.D., Robert Savit and Rick L. Riolo. Our model is based on the interaction of strategies of heterogeneous agents who have to cross a junction. In each junction there are only four inputs, each of which is passable only in the direction of the intersection and can be occupied only by an agent one at a time. The results generated by ABM simulations provide structured data for developing the analytical model through which generalizing the simulation results and make predictions. ABM simulations are artifacts that generate empirical data on the basis of the variables, properties, local rules and critical factors the modeler decides to implement into the model; in this way simulations allow generating controlled data, useful to test the theory and reduce the complexity, while EBM allows to close them, making thus possible to falsify them. (literal)

Prodotto di

• Società artificiali e simulazione sociale (ICT.P11.014.001) (Modulo)
• Institute of cognitive sciences and technologies (ISTC) (Istituto)
• Agenti Cognitivi e Simulazione Sociale (IC.P08.017.001) (Modulo)

Autore CNR

• GIULIA MISSIKOFF ANDRIGHETTO (Unità di personale interno)
• FEDERICO CECCONI (Persona)
• ROSARIA CONTE (Unità di personale interno)

Insieme di parole chiave

• Parole chiave di "What Do Agent-Based and Equation-Based Modelling Tell Us About Social Conventions: The Clash Between ABM and EBM in a Congestion Game Framework" (Insieme di parole chiave)

Incoming links:

Autore CNR di

• FEDERICO CECCONI (Persona)
• ROSARIA CONTE (Unità di personale interno)
• GIULIA MISSIKOFF ANDRIGHETTO (Unità di personale interno)

Prodotto

• Institute of cognitive sciences and technologies (ISTC) (Istituto)
• Agenti Cognitivi e Simulazione Sociale (IC.P08.017.001) (Modulo)
• Società artificiali e simulazione sociale (ICT.P11.014.001) (Modulo)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi

• JASSS (Rivista)

Insieme di parole chiave di

• Parole chiave di "What Do Agent-Based and Equation-Based Modelling Tell Us About Social Conventions: The Clash Between ABM and EBM in a Congestion Game Framework" (Insieme di parole chiave)