A Multi-Robot Task Allocation Method Based on the Synergy of the K-Means++ Algorithm and the Particle Swarm Algorithm

Addressing challenges in the traditional K-means algorithm, such as the challenge of selecting initial clustering center points and the lack of a maximum limit on the number of clusters, and where the set of tasks in the clusters is not reasonably sorted after the task assignment, which makes the co...

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Autori principali: Youdong Yuan, Ping Yang, Hanbing Jiang, Tiange Shi
Natura: Articolo
Lingua:English
Pubblicazione: MDPI AG 2024-11-01
Serie:Biomimetics
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Accesso online:https://www.mdpi.com/2313-7673/9/11/694