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...

Полное описание

Библиографические подробности
Главные авторы: Youdong Yuan, Ping Yang, Hanbing Jiang, Tiange Shi
Формат: Статья
Язык:English
Опубликовано: MDPI AG 2024-11-01
Серии:Biomimetics
Предметы:
Online-ссылка:https://www.mdpi.com/2313-7673/9/11/694