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Authors: Jeffrey Hudack 1 ; Nathaniel Gemelli 1 and Jae Oh 2

Affiliations: 1 Syracuse University and Air Force Research Laboratory, United States ; 2 Syracuse University, United States

Keyword(s): Game Theory, Evolutionary Games, Ad Hoc Networks, Mobility Models.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Cooperation and Coordination ; Distributed and Mobile Software Systems ; Enterprise Information Systems ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Mobile Agents ; Multi-Agent Systems ; Software Engineering ; Symbolic Systems

Abstract: In multi-agent systems with self-interested individuals interacting locally, it can be difficult to determine if cooperative behavior will emerge. Evolutionary Game Theory provides some valuable tools to this end, but is not suited to systems with dynamic models of interaction. Mobile ad hoc networks provide a compelling application for evolutionary game theory, but there are still significant gaps between the theoretical results and the practical challenges. We discuss and provide some of the assumptions necessary to apply previous work in evolutionary game theory to the ad hoc network packet routing domain. We then analyze the similarities and differences between Brownian mobility and Random Waypoint mobility and show that convergence to cooperation requires a significant reduction in velocity for the Random Waypoint model. Our contribution is to provide evidence that more realistic mobility models can make convergence to cooperation more difficult than previously shown using rando m methods. (More)

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Paper citation in several formats:
Hudack, J.; Gemelli, N. and Oh, J. (2013). Evolution of Cooperation in Packet Forwarding with the Random Waypoint Model. In Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-8565-38-9; ISSN 2184-433X, SciTePress, pages 58-66. DOI: 10.5220/0004234800580066

@conference{icaart13,
author={Jeffrey Hudack. and Nathaniel Gemelli. and Jae Oh.},
title={Evolution of Cooperation in Packet Forwarding with the Random Waypoint Model},
booktitle={Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2013},
pages={58-66},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004234800580066},
isbn={978-989-8565-38-9},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Evolution of Cooperation in Packet Forwarding with the Random Waypoint Model
SN - 978-989-8565-38-9
IS - 2184-433X
AU - Hudack, J.
AU - Gemelli, N.
AU - Oh, J.
PY - 2013
SP - 58
EP - 66
DO - 10.5220/0004234800580066
PB - SciTePress

- Science and Technology Publications, Lda.
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