Offline Evolution of Normative Systems
2015 (English)In: Proceedings of the International Conference on Agents and Artificial Intelligence: Volume 2 / [ed] Stephane Loiseau, Joaquim Filipe, Béatrice Duval and Jaap van den Herik, Lisbon, Portugal: SciTePress, 2015, 213-224 p.Conference paper (Refereed)
An approach to the pre-runtime design of normative systems for problem-solving multi-agent systems (MAS) is suggested. A key element of this approach is to employ evolutionary mechanisms to evolve efficient normative systems. To illustrate, a genetic algoritm is used in the process of designing a normative system for an example MAS based on the DALMAS architecture for norm-regulated MAS. It is demonstrated that an evolutionary algorithm may be a useful tool when designing norms for problem-solving MAS.
Place, publisher, year, edition, pages
Lisbon, Portugal: SciTePress, 2015. 213-224 p.
Norm-regulated Multi-Agent System, Normative MAS, DALMAS, Norm Evolution, Evolutionary Algorithm
IdentifiersURN: urn:nbn:se:hig:diva-18956DOI: 10.5220/0005284102130221ScopusID: 2-s2.0-84943245858ISBN: 978-989-758-074-1OAI: oai:DiVA.org:hig-18956DiVA: diva2:787297
7th International Conference on Agents and Artificial Intelligence (ICAART 2015), 10-12 January 2015, Lisbon, Portugal