Research on mission planning model of multi-aircraft material delivery and supply

Lei Zhang; Jing An; Guangxuan Chen; Yuanyuan Huo; Chunfang Wang

doi:10.1117/12.3025577

8 April 2024 Research on mission planning model of multi-aircraft material delivery and supply

Lei Zhang, Jing An, Guangxuan Chen, Yuanyuan Huo, Chunfang Wang

Proceedings Volume 13090, International Conference on Computer Application and Information Security (ICCAIS 2023); 130900Y (2024) https://doi.org/10.1117/12.3025577
Event: International Conference on Computer Application and Information Security (ICCAIS 2023), 2023, Wuhan, China

Abstract

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.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Lei Zhang, Jing An, Guangxuan Chen, Yuanyuan Huo, and Chunfang Wang "Research on mission planning model of multi-aircraft material delivery and supply", Proc. SPIE 13090, International Conference on Computer Application and Information Security (ICCAIS 2023), 130900Y (8 April 2024); https://doi.org/10.1117/12.3025577

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available