A bi-subpopulation coevolutionary immune algorithm for multi-objective combinatorial optimization in multi-UAV task allocation

With the development of Unmanned Aerial Vehicle (UAV) technology towards multi-UAV and UAV swarm, multi-UAV cooperative task allocation has more and more influence on the success or failure of UAV missions. From the operational research point of view, such problems belong to high-dimensional combina...

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Veröffentlicht in:	Complex & intelligent systems Jg. 11; H. 2; S. 149 - 19
Hauptverfasser:	Chen, Xi, Wan, Yu, Qi, Jingtao, Zhao, Zipeng, Ruan, Yirun, Tang, Jun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Cham Springer International Publishing 01.02.2025 Springer Nature B.V Springer
Schlagworte:	Ablation Algorithms Coevolutionary algorithm Combinatorial analysis Complexity Computational Intelligence Data Structures and Information Theory Design optimization Engineering Evolutionary algorithms Mission planning Missions Multi-objective combinatorial optimization Multi-objective immune algorithm Multi-UAV Multiple objective analysis Optimization Original Article Real variables Strategy Task allocation problem Unmanned aerial vehicles Multi-UAV Multi-objective immune algorithm Coevolutionary algorithm Task allocation problem Multi-objective combinatorial optimization
ISSN:	2199-4536, 2198-6053
Online-Zugang:	Volltext
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