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Self-Organizing Agents for an Adaptive Control of Heat Engines

Boes, Jérémy and Migeon, Frédéric and Gatto, François Self-Organizing Agents for an Adaptive Control of Heat Engines. (2013) In: 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2013), 29 July 2013 - 31 July 2013 (Reykjavik, Iceland).

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Official URL: http://dx.doi.org/10.5220/0004483302430250

Abstract

Controlling heat engines imposes to deal with high dynamics, non-linearity and multiple interdependencies. A way handle these difficulties is enable the controller to learn how the engine behaves, hence avoiding the costly use of an explicit model of the process. Adaptive Multi-Agent Systems (AMAS) are able to learn and to adapt themselves to their environment thanks to the cooperative self-organization of their agents. A change in the organization of the agents results in a change of the emergent function. Thus we assume that AMAS are a good alternative for complex systems control, reuniting learning, adaptivity, robustness and genericity. In this paper, we present an AMAS for the control of heat engines and show several results.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Vol. 1 ISBN: 978-989-8565-70-9 The original PDF is available at: http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220/0004483302430250
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:24 Nov 2015 09:48

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