Adaptive Agents for Cyber-Physical Systems

Ichiro Satoh

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Paper

Adaptive Agents for Cyber-Physical Systems

Topics: Agent Models and Architectures; Agent Platforms and Interoperability; Ambient Intelligence; Multi-Agent Systems

In Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, 257-262, 2013 , Barcelona, Spain

Author: Ichiro Satoh

Affiliation: National Institute of Informatics, Japan

Keyword(s): Self-adaptation, Bio-inspired Approach, Cyber-Physical Systems, Agent.

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

Abstract: This paper proposes a bio-inspired approach to adapting software components in CPSs. It introduces the notions of differentiation and dedifferentiation in cellular slime molds. When a software component delegates a function to another component coordinating with it, if the former has the function, this function becomes lessdeveloped and the latter’s function becomes well-developed like that in cellular differentiation. The approach enables software components on CPSs to be naturally adapted to changes in the cyber and physical world in a self-organizing manner. It is constructed as a middleware system to execute general purpose applications on a CPS. We present several evaluations of the approach in CPSs.

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Paper citation in several formats:

Satoh, I. (2013). Adaptive Agents for Cyber-Physical Systems. In Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-8565-39-6; ISSN 2184-433X, SciTePress, pages 257-262. DOI: 10.5220/0004244402570262

@conference{icaart13,
author={Ichiro Satoh.},
title={Adaptive Agents for Cyber-Physical Systems},
booktitle={Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2013},
pages={257-262},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004244402570262},
isbn={978-989-8565-39-6},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - Adaptive Agents for Cyber-Physical Systems
SN - 978-989-8565-39-6
IS - 2184-433X
AU - Satoh, I.
PY - 2013
SP - 257
EP - 262
DO - 10.5220/0004244402570262
PB - SciTePress