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Author: Ichiro Satoh

Affiliation: National Institute of Informatics, Japan

ISBN: 978-989-8425-83-6

Keyword(s): Disaggregated computing, Ubiquitous computing, Differentiation, Multiple agents.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biocomputing and Complex Adaptive Systems ; Co-Evolution and Collective Behavior ; Computational Intelligence ; Evolutionary Computing ; Evolutionary Robotics and Intelligent Agents ; Soft Computing

Abstract: This paper proposes a bio-inspired framework for adapting software agents on distributed systems. It is unique to other existing approaches for software adaptation because it introduces the notions of differentiation, dedifferentiation, and cellular division in cellular slime molds, e.g., dictyostelium discoideum, into real distributed systems. When an agent delegates a function to another agent coordinating with it, if the former has the function, this function becomes less-developed and the latter’s function becomes well-developed. The framework was constructed as a general-purpose middleware system and allowed us to define agents as Java objects. We present several evaluations of the framework in a distributed system instead of any simulation-based systems.

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Paper citation in several formats:
Satoh, I. (2011). CELLULAR DIFFERENTIATION-BASED APPROACH FOR DISTRIBUTED SYSTEMS.In Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011) ISBN 978-989-8425-83-6, pages 131-136. DOI: 10.5220/0003642701310136

@conference{ecta11,
author={Ichiro Satoh.},
title={CELLULAR DIFFERENTIATION-BASED APPROACH FOR DISTRIBUTED SYSTEMS},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)},
year={2011},
pages={131-136},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003642701310136},
isbn={978-989-8425-83-6},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)
TI - CELLULAR DIFFERENTIATION-BASED APPROACH FOR DISTRIBUTED SYSTEMS
SN - 978-989-8425-83-6
AU - Satoh, I.
PY - 2011
SP - 131
EP - 136
DO - 10.5220/0003642701310136

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