2007The Proceedings of Manufacturing Systems Division ConferenceOpen access

3203 Behavior Acquisition of Multi-Robot System Using symbiosis coevolution and cooperative coevolution

Maiko Furubayashi, Masanori Goka, Akira TSUMAYA, T. Taura

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Abstract

When evolutionary computaion is applied to the problem of the behabior coordination in a homogeneous multi-robot system, the adaptive specialization is important. Coevolution is useful for this problem. We sugest new criteria for coevolution and combination technique of individual. Consequently we attempt to acquire cooperative behavior using symbiosis coevolution and cooperative evolution.

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When evolutionary computaion is applied to the problem of the behabior coordination in a homogeneous multi-robot system, the adaptive specialization is important. Coevolution is useful for this problem. We sugest new criteria for coevolution and combination technique of individual. Consequently we attempt to acquire cooperative behavior using symbiosis coevolution and cooperative evolution.

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Available abstract

When evolutionary computaion is applied to the problem of the behabior coordination in a homogeneous multi-robot system, the adaptive specialization is important. Coevolution is useful for this problem. We sugest new criteria for coevolution and combination technique of individual. Consequently we attempt to acquire cooperative behavior using symbiosis coevolution and cooperative evolution.

Key concepts: Coevolution, Symbiosis, Homogeneous, Robot, Antagonistic Coevolution, Computer science, Evolutionary biology, Evolutionary robotics

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