A Novel Multi-robot Task Allocation Algorithm under Heterogeneous Capabilities Condition
With the continued development of robotics, robots can perform more and more complex multi-robot tasks. The subtasks decomposed by multi-robot task may be different significantly, and member robots in system may be varying on capability models. It is a challenge to most of task allocation algorithms...
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Veröffentlicht in: | Information Technology Journal 2014, Vol.13 (8), p.1514-1522 |
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Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | With the continued development of robotics, robots can perform more and more complex multi-robot tasks. The subtasks decomposed by multi-robot task may be different significantly, and member robots in system may be varying on capability models. It is a challenge to most of task allocation algorithms in this context. This article studied ST-MR-IA task allocation algorithm under heterogeneous capabilities condition. The authors' give the concept of capability heterogeneity; provide a multi-robot task allocation algorithm, whose complexity being simplified by distributed computing and pruning strategy. The effectiveness of this new algorithm is verified in practice. |
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ISSN: | 1812-5638 1812-5646 |
DOI: | 10.3923/itj.2014.1514.1522 |