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Agent-based simulation in a normative environment using the EPMP domain.

Abdul Hamid, Nur Hasmiza and Ahmad, Azhana and Ahmad, Mohd Sharifuddin and Tang, Alicia Y. C. and Mustapha, Aida (2013) Agent-based simulation in a normative environment using the EPMP domain. Information Technology Journal, 12 (6). pp. 1213-1219. ISSN 1812-5638; ESSN: 1812-5646

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Abstract

Simulation is a way of doing thought experiments besides the deduction and induction methods. Agent-based Simulation (ABS) falls under the domain of artificial intelligence when agent is used to perform certain tasks such as behaviour prediction, optimization of functions or time-constrained work-flow management. This work discussed the use of ABS on a computational normative framework based on a set of empirical characteristics that influence agents’ performance in time-constrained environment. The ABS simulates a domain called the Examination Preparation and Moderation Process (EPMP) which entails document submission processes with deadlines. The simulation is conducted in six different environments and the results of the agent performance in each environment are presented and discussed. The results indicate that the simulation conducted in the EPMP is suitable and effective for evaluating normative agent-based systems.

Item Type:Article
Keyword:Agent-based simulation; EPMP; Normative framework; Software agent; Time-constrained environment.
Faculty or Institute:Faculty of Computer Science and Information Technology
Publisher:Asian Network for Scientific Information
DOI Number:10.3923/itj.2013.1213.1219
Altmetrics:http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.3923/itj.2013.1213.1219
ID Code:30683
Deposited By: Nida Hidayati Ghazali
Deposited On:02 Jun 2014 10:07
Last Modified:08 Sep 2015 10:46

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