The use of large aircrafts for logistics supply is a key development direction in the future, but the existing research on mission planning problems has few problems and considers the actual environmental factors. This paper mainly considers the actual environmental factors such as aircraft loss and delivery window period, and models the task assignment and path planning of large-scale aircraft for material delivery and supply. On the basis of direct optimization with a basic genetic algorithm, an improved optimization idea and corresponding algorithm combining prior knowledge are proposed, which improves the problem of slow convergence caused by too large search space, and improves the solution speed and optimization effect of the model.
Research on mission planning model of multi-aircraft material delivery and supply
International Conference on Computer Application and Information Security (ICCAIS 2023) ; 2023 ; Wuhan, China
Proc. SPIE ; 13090
08.04.2024
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
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