Categorical Mechanisms in Modelling Multiagent Systems

Abstract The main contribution that this paper brings is the specification of multiagent systems, at the metamodel level, using an appropriate categorical sketch. We will see that category theory provides all the necessary ingredients for the formal specification of multiagent systems. In our approach, a multiagent system is specified by a static dimension and a behavioural dimension. For both dimensions we have defined a metamodel based on the categorical sketch. To specify the static dimension, we used a categorical sketch whose models are the states of the multiagent system. To specify the behavioural dimension, we introduced a Kripke-type categorical metamodel, which is based on a categorical sketch with constraints equivalent to the specified logical axioms.

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Journal
International Journal of Advanced Statistics and IT&C for Economics and Life Sciences
Published
2024-12-01
DOI
https://doi.org/10.2478/ijasitels-2024-0011
Primary Topic
Multi-Agent Systems and Negotiation
Type
article
Field-Weighted Citation Impact
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article

Categorical Mechanisms in Modelling Multiagent Systems

Daniel-Cristian Crăciunean
International Journal of Advanced Statistics and IT&C for Economics and Life Sciences
Multi-Agent Systems and Negotiation
article

Categorical Mechanisms in Modelling Multiagent Systems

Daniel-Cristian Crăciunean
article en

Abstract

Abstract The main contribution that this paper brings is the specification of multiagent systems, at the metamodel level, using an appropriate categorical sketch. We will see that category theory provides all the necessary ingredients for the formal specification of multiagent systems. In our approach, a multiagent system is specified by a static dimension and a behavioural dimension. For both dimensions we have defined a metamodel based on the categorical sketch. To specify the static dimension, we used a categorical sketch whose models are the states of the multiagent system. To specify the behavioural dimension, we introduced a Kripke-type categorical metamodel, which is based on a categorical sketch with constraints equivalent to the specified logical axioms.

International Journal of Advanced Statistics and IT&C for Economics and Life SciencesVol. 14(1)
Lucian Blaga University of Sibiu (RO)
Openalex Percentile: Top 79%
Multi-Agent Systems and Negotiation
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