|Appears in Collections:||Computing Science and Mathematics Conference Papers and Proceedings|
|Peer Review Status:||Refereed|
|Authors:||Niazi, Muaz A K|
|Title:||Verification and Validation of Agent Based Simulations using the VOMAS (Virtual Overlay Multi-agent System) Approach|
Seghrouchni, Amal El
|Citation:||Niazi MAK, Hussain A & Kolberg M (2009) Verification and Validation of Agent Based Simulations using the VOMAS (Virtual Overlay Multi-agent System) Approach In: Baldoni Matteo, Baroglio Cristina, Bentahar Jamal, Boella Guido, Cossentino Massimo, Dastani Mehdi, Dunin-Keplicz Barbara, Fortino Giancarlo, Gleizes Marie-Peirre, Leite João, Mascardi Viviana, Padget Julian, Pavón Juan, Polleres Axel, Seghrouchni Amal El (ed.) MALLOW'009, Multi-Agent Logics, Languages, and Organisations: Proceedings of the Second Multi-Agent Logics, Languages, and Organisations Federated Workshops, Turin, Italy: CEUR-WS. MAS&S at Multi-Agent Logics, Languages, and Organisations Federated Workshops (MALLOW), Torino, Italy, 494.|
|Conference Name:||MAS&S at Multi-Agent Logics, Languages, and Organisations Federated Workshops (MALLOW)|
|Conference Location:||Torino, Italy|
|Abstract:||—Agent Based Models are very popular in a number of different areas. For example, they have been used in a range of domains ranging from modeling of tumor growth, immune systems, molecules to models of social networks, crowds and computer and mobile self-organizing networks. One reason for their success is their intuitiveness and similarity to human cognition. However, with this power of abstraction, in spite of being easily applicable to such a wide number of domains, it is hard to validate agent-based models. In addition, building valid and credible simulations is not just a challenging task but also a crucial exercise to ensure that what we are modeling is, at some level of abstraction, a model of our conceptual system; the system that we have in mind. In this paper, we address this important area of validation of agent based models by presenting a novel technique which has broad applicability and can be applied to all kinds of agent-based models. We present a framework, where a virtual overlay multi-agent system can be used to validate simulation models. In addition, since agent-based models have been typically growing, in parallel, in multiple domains, to cater for all of these, we present a new single validation technique applicable to all agent based models. Our technique, which allows for the validation of agent based simulations uses VOMAS: a Virtual Overlay Multi-agent System. This overlay multi-agent system can comprise various types of agents, which form an overlay on top of the agent based simulation model that needs to be validated. Other than being able to watch and log, each of these agents contains clearly defined constraints, which, if violated, can be logged in real time. To demonstrate its effectiveness, we show its broad applicability in a wide variety of simulation models ranging from social sciences to computer networks in spatial and non-spatial conceptual models.|
|Rights:||(c) Muaz Niazi, Amir Hussain, and Mario Kolberg; Information from publisher web pages: "Unless stated explicitely and in conformance to the legal Disclaimer of Sun SITE Central Europe (CEUR) and the legal Disclaimer of Technical University of Aachen (RWTH), the copyright for the workshop proceedings as a compilation, i.e. CEUR-WS.org/Vol-1, CEUR-WS.org/Vol-2 etc., is with the respective proceedings editors. The copyright for the individual items (subsuming any type of computer-represented files containing articles, software demos, videos, etc.) within a proceedings volume is owned by default by their respective authors. Copying of items, in particular papers, and proceedings volumes is permitted only for private and academic purposes. Copying or use for commercial purposes is forbidden unless an explicit permission is acquired from the copyright owners. Re-publication of a CEUR Workshop Proceedings volume or of an individual item inside a proceedings volume requires permission by the copyright owners, i.e. ei|
|VOMAS_CRV_aug_05_09_Muazv2.pdf||179.61 kB||Adobe PDF||View/Open|
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