Offline Evolution of Normative Systems

Magnus Hjelmblom

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Paper

Offline Evolution of Normative Systems

Topics: Cooperation and Coordination; Evolutionary Computing; Multi-Agent Systems; Simulation

In Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, 213-221, 2015 , Lisbon, Portugal

Author: Magnus Hjelmblom

Affiliation: University of Gävle and Stockholm University, Sweden

Keyword(s): Norm-regulated Multi-Agent System, Normative MAS, DALMAS, Norm Evolution, Evolutionary Algorithm.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Bioinformatics ; Biomedical Engineering ; Computational Intelligence ; Cooperation and Coordination ; Distributed and Mobile Software Systems ; Enterprise Information Systems ; Evolutionary Computing ; Information Systems Analysis and Specification ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Methodologies and Technologies ; Multi-Agent Systems ; Operational Research ; Simulation ; Soft Computing ; Software Engineering ; Symbolic Systems

Abstract: 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.

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Paper citation in several formats:

Hjelmblom, M. (2015). Offline Evolution of Normative Systems. In Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-074-1; ISSN 2184-433X, SciTePress, pages 213-221. DOI: 10.5220/0005284102130221

@conference{icaart15,
author={Magnus Hjelmblom.},
title={Offline Evolution of Normative Systems},
booktitle={Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2015},
pages={213-221},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005284102130221},
isbn={978-989-758-074-1},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Offline Evolution of Normative Systems
SN - 978-989-758-074-1
IS - 2184-433X
AU - Hjelmblom, M.
PY - 2015
SP - 213
EP - 221
DO - 10.5220/0005284102130221
PB - SciTePress