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Please use this identifier to cite or link to this item: http://hdl.handle.net/10373/271

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Title: Simulation of complex environments: the Fuzzy Cognitive Agent
Authors: Borrie, D.
Isnander, S.
Özveren, Cüneyt Süheyl
Affiliation: University of Abertay Dundee. School of Computing and Creative Technologies
Keywords: Evolving markets
Simulation
Fuzzy Cognitive Maps
Issue Date: Oct-2006
Publisher: Institute of Electrical and Electronics Engineers
Type: Conference Paper
Refereed: peer-reviewed
Rights: (c)2006 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Citation: Borrie, D., Isnander, S. and Özveren, C.S. 2006. Sixth International Conference on Intelligent Systems Design and Applications (ISDA'06), vol.1. pp.348-353. Available at DOI: 10.1109/ISDA.2006.236
Abstract: The world is becoming increasingly competitive by the action of liberalised national and global markets. In parallel these markets have become increasingly complex making it difficult for participants to optimise their trading actions. In response, many differing computer simulation techniques have been investigated to develop either a deeper understanding of these evolving markets or to create effective system support tools. In this paper we report our efforts to develop a novel simulation platform using fuzzy cognitive agents (FCA). Our approach encapsulates fuzzy cognitive maps (FCM) generated on the Matlab Simulink platform within commercially available agent software. We firstly present our implementation of Matlab Simulink FCMs and then show how such FCMs can be integrated within a conceptual FCA architecture. Finally we report on our efforts to realise an FCA by the integration of a Matlab Simulink based FCM with the Jack Intelligent Agent Toolkit.
URI: http://hdl.handle.net/10373/271
Appears in Collections:Computing & Engineering Systems Collection

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