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Aggregation of swarms for fault tolerance inswarm robotics using immuno-enginering approach

Amelia Ritahani Ismail, Jon Timmis

发表年份
2009
引用次数
4

摘要

We present initial studies in the development of an immune-inspired solution for fault tolerance for swarm aggregation in swarm robotics systems. Taking inspiration from granuloma formation, (a process in the immune system) we describe how this idea can be instantiated to address fault tolerance issues in swarm aggregation. We outline an immunoengineering approach, which requires us to model the biological systems under study and extract general principles to create a novel bio-inspired approach. We then outline how the ideas of granuloma formation can be translated into algorithmic terms.

关键词

Swarm roboticsFault toleranceRoboticsComputer scienceArtificial intelligenceSwarm behaviourProcess (computing)Swarm intelligenceDistributed computingMachine learning

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