MULTI-AGENT COALITION FORMATION BASED ON CLONAL SELECTION

Martina Husáková

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Paper

MULTI-AGENT COALITION FORMATION BASED ON CLONAL SELECTION

Topics: Autonomous Agents; Decision Support Systems; Genetic Algorithms; Optimization Algorithms; Software Agents for Intelligent Control Systems

In Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, 231-234, 2011 , Noordwijkerhout, Netherlands

Author: Martina Husáková

Affiliation: University of Hradec Králové, Czech Republic

Keyword(s): Biological Immune System, Artificial Immune System, Multi-Agent System, Coalition Formation.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Autonomous Agents ; Computational Intelligence ; Decision Support Systems ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Optimization Algorithms ; Robotics and Automation ; Soft Computing ; Software Agents for Intelligent Control Systems

Abstract: Coalition formation is by one of cooperative mechanisms used in multi-agent systems. Various approaches of multi-agent coalition formation ensure the coalition stability, optimal allocation of sources and payoff distribution for efficient achievement of individual or collective goals. The paper investigates mechanisms of human immune system from the coordination and cooperation point of view. It specifies requirements for effective multi-agent coalition formation on the basis of these mechanisms. The clonal selection-based algorithm is used to discover the optimal coalition structure. Finally, further directions in the research of exploitation artificial immune-based algorithms for multi-agent coalition formation are mentioned.

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Paper citation in several formats:

Husáková, M. (2011). MULTI-AGENT COALITION FORMATION BASED ON CLONAL SELECTION. In Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO; ISBN 978-989-8425-74-4; ISSN 2184-2809, SciTePress, pages 231-234. DOI: 10.5220/0003572202310234

@conference{icinco11,
author={Martina Husáková.},
title={MULTI-AGENT COALITION FORMATION BASED ON CLONAL SELECTION},
booktitle={Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO},
year={2011},
pages={231-234},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003572202310234},
isbn={978-989-8425-74-4},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO
TI - MULTI-AGENT COALITION FORMATION BASED ON CLONAL SELECTION
SN - 978-989-8425-74-4
IS - 2184-2809
AU - Husáková, M.
PY - 2011
SP - 231
EP - 234
DO - 10.5220/0003572202310234
PB - SciTePress