A Method for Validating and Discovering Associations between Multi-level Emergent Behaviours in Agent-Based Simulations

Agent-based models (ABM) and their simulations have been used to study complex systems with interacting entities and to model multi-agent systems. Simulations are used to explore the dynamic consequences of these models. In many cases, the behaviours that

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Subseries of Lecture Notes in Computer Science

4953

Ngoc Thanh Nguyen Geun Sik Jo Robert J. Howlett Lakhmi C. Jain (Eds.)

Agent and Multi-Agent Systems: Technologies and Applications Second KES International Symposium, KES-AMSTA 2008 Incheon, Korea, March 26-28, 2008 Proceedings

13

Series Editors Jaime G. Carbonell, Carnegie Mellon University, Pittsburgh, PA, USA Jörg Siekmann, University of Saarland, Saarbrücken, Germany Volume Editors Ngoc Thanh Nguyen Wroclaw University of Technology, Institute of Information Science and Engineering Str. Janiszewskiego 11/17, 50-370 Wroclaw, Poland E-mail: [email protected] Geun Sik Jo Inha University, School of Computer Science and Information Engineering #253 YongHyun-dong Nam-Ku, Incheon, Korea E-mail: [email protected] Robert J. Howlett University of Brighton, School of Environment and Technology Brighton, BN2 4GJ, UK E-mail: [email protected] Lakhmi C. Jain University of South Australia, School of Electrical and Information Engineering Mawson Lakes, South Australia 5095, Australia E-mail: [email protected]

Library of Congress Control Number: 2008922056 CR Subject Classification (1998): I.2, H.4, H.3, J.1, H.5, K.6, K.4 LNCS Sublibrary: SL 7 – Artificial Intelligence ISSN ISBN-10 ISBN-13

0302-9743 3-540-78581-7 Springer Berlin Heidelberg New York 978-3-540-78581-1 Springer Berlin Heidelberg New York

This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting, reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer. Violations are liable to prosecution under the German Copyright Law. Springer is a part of Springer Science+Business Media springer.com © Springer-Verlag Berlin Heidelberg 2008 Printed in Germany Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India Printed on acid-free paper SPIN: 12238828 06/3180 543210

Preface

Following from the very successful First KES Symposium on Agent and Multi-Agent Systems – Technologies and Applications (KES-AMSTA 2007), held in Wroclaw, Poland, 31 May–1 June 2007, the second event in the KES-AMSTA symposium series (KES-AMSTA 2008) was held in Incheon, Korea, March 26–28, 2008. The symposium was organized by the School of Computer and Information Engineering, Inha University, KES International and the KES Focus Group on Agent and Multiagent Systems. The KES-AMSTA Symposium Series is a sub-series of the KES Conference Series. The aim of the symposium was to provide an international forum for scientific research into the technologies and applications of agent and multi-agent systems. Agent and multi-agent systems are related to the modern software which has long b