A Multi-Level Multi-Agent Simulation ...
Type de document :
Communication dans un congrès avec actes
Titre :
A Multi-Level Multi-Agent Simulation Framework in Animal Epidemiology
Auteur(s) :
Picault, Sebastien [Auteur]
Biologie, Epidémiologie et analyse de risque en Santé Animale [BIOEPAR]
Huang, Yu-Lin [Auteur]
Biologie, Epidémiologie et analyse de risque en Santé Animale [BIOEPAR]
Sicard, Vianney [Auteur]
Biologie, Epidémiologie et analyse de risque en Santé Animale [BIOEPAR]
Beaudeau, François [Auteur]
Ezanno, Pauline [Auteur]
Biologie, Epidémiologie et analyse de risque en Santé Animale [BIOEPAR]
Biologie, Epidémiologie et analyse de risque en Santé Animale [BIOEPAR]
Huang, Yu-Lin [Auteur]
Biologie, Epidémiologie et analyse de risque en Santé Animale [BIOEPAR]
Sicard, Vianney [Auteur]
Biologie, Epidémiologie et analyse de risque en Santé Animale [BIOEPAR]
Beaudeau, François [Auteur]
Ezanno, Pauline [Auteur]
Biologie, Epidémiologie et analyse de risque en Santé Animale [BIOEPAR]
Éditeur(s) ou directeur(s) scientifique(s) :
Yves Demazeau
Paul Davidsson
Javier Bajo
Zita Vale
Paul Davidsson
Javier Bajo
Zita Vale
Titre de la manifestation scientifique :
15th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS'2017)
Ville :
Porto
Pays :
Portugal
Date de début de la manifestation scientifique :
2017-06-21
Titre de l’ouvrage :
15. International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS)
Titre de la revue :
Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection
Éditeur :
Springer
Lieu de publication :
Cham (switzerland)
Date de publication :
2017-06
Mot(s)-clé(s) en anglais :
Epidemiological modelling
Multi-level agent-based simulation
Knowledge and software engineering
Multi-level agent-based simulation
Knowledge and software engineering
Discipline(s) HAL :
Informatique [cs]/Système multi-agents [cs.MA]
Informatique [cs]/Modélisation et simulation
Informatique [cs]/Intelligence artificielle [cs.AI]
Sciences du Vivant [q-bio]/Biologie animale/Médecine vétérinaire et santé animale
Informatique [cs]/Modélisation et simulation
Informatique [cs]/Intelligence artificielle [cs.AI]
Sciences du Vivant [q-bio]/Biologie animale/Médecine vétérinaire et santé animale
Résumé en anglais : [en]
In order to recommend better control measures in public or animal health, epidemiologists incorporate ever-finer details in their models, from individual diversity to public policies, which often involve several observation ...
Lire la suite >In order to recommend better control measures in public or animal health, epidemiologists incorporate ever-finer details in their models, from individual diversity to public policies, which often involve several observation scales. Due to the variety of modelling paradigms, it becomes more and more difficult to compare hypotheses and outcomes, all the more that the increased complexity of simulation programs is not yet counterbalanced by design principles nor by software engineering methods. We propose in this paper to use the multi-level agent-based paradigm to integrate existing methods within a common interface, provide a separation between concerns and reduce the part of code devoted to model designers. We illustrate our approach with an application to the Q fever disease in cattle.Lire moins >
Lire la suite >In order to recommend better control measures in public or animal health, epidemiologists incorporate ever-finer details in their models, from individual diversity to public policies, which often involve several observation scales. Due to the variety of modelling paradigms, it becomes more and more difficult to compare hypotheses and outcomes, all the more that the increased complexity of simulation programs is not yet counterbalanced by design principles nor by software engineering methods. We propose in this paper to use the multi-level agent-based paradigm to integrate existing methods within a common interface, provide a separation between concerns and reduce the part of code devoted to model designers. We illustrate our approach with an application to the Q fever disease in cattle.Lire moins >
Langue :
Anglais
Comité de lecture :
Oui
Audience :
Internationale
Vulgarisation :
Non
Projet ANR :
Collections :
Source :
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