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Authors: Ante Vilenica and Winfried Lamersdorf

Affiliation: University of Hamburg, Germany

Keyword(s): Multi agent based simulation, Optimization, Automatization, Declarative description language.

Related Ontology Subjects/Areas/Topics: Agent-Oriented Programming ; Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Industrial Applications of Artificial Intelligence ; Intelligent Agents ; Internet Technology ; Software Agents and Internet Computing ; Web Information Systems and Technologies

Abstract: The simulation of systems offers a viable approach to find the optimal configuration of a system with respect to time, costs or any other utility function. In order to speed up the development process and to relieve developers from doing cumbersome work that is related to the execution of simulation runs, i.e. doing the simulation management manually, it is desirable to have a framework that provides tools which perform the simulation management automatically. Therefore, this work addresses this issue and presents an approach that reduces the effort to manage simulations, i.e. it eases and automates the execution, observation, optimization and evaluation. The approach consists of a declarative simulation description language and a framework that is capable of automatically managing simulations. Thereby, this approach reduces the costs, i.e. with respect to time and money, to perform simulations. Furthermore, this work targets a special subset of simulations, i.e. multi agent based si mulation, that has grown large attention in many areas of science as well as in commercial applications in the last decade. The applicability of the approach is proven by a case study called ”mining ore resources” that has been conducted. (More)

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Paper citation in several formats:
Vilenica, A. and Lamersdorf, W. (2010). TOWARDS AUTOMATED SIMULATION OF MULTI AGENT BASED SYSTEMS. In Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 4: ICEIS; ISBN 978-989-8425-07-2; ISSN 2184-4992, SciTePress, pages 38-46. DOI: 10.5220/0002967000380046

@conference{iceis10,
author={Ante Vilenica. and Winfried Lamersdorf.},
title={TOWARDS AUTOMATED SIMULATION OF MULTI AGENT BASED SYSTEMS},
booktitle={Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 4: ICEIS},
year={2010},
pages={38-46},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002967000380046},
isbn={978-989-8425-07-2},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 4: ICEIS
TI - TOWARDS AUTOMATED SIMULATION OF MULTI AGENT BASED SYSTEMS
SN - 978-989-8425-07-2
IS - 2184-4992
AU - Vilenica, A.
AU - Lamersdorf, W.
PY - 2010
SP - 38
EP - 46
DO - 10.5220/0002967000380046
PB - SciTePress