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29 December 2023 A two-layer tabu search-based distributed satellite online collaboration method for batch arrival emergency tasks
Weiyi Yang, Yingwu Chen, Lei He, Xiaolu Liu, Yonghao Du
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Proceedings Volume 12976, Eighth Asia Pacific Conference on Optics Manufacture and Third International Forum of Young Scientists on Advanced Optical Manufacturing (APCOM and YSAOM 2023); 129760O (2023) https://doi.org/10.1117/12.3008240
Event: 8th Asia Pacific Conference on Optics Manufacture & 3rd International Forum of Young Scientists on Advanced Optical Manufacturing, 2023, Shenzhen, China
Abstract
With the increasing capabilities of satellites and the growing demand for emergency response, traditional centralized or distributed planning approaches are insufficient for collaborative planning of batch arrival emergency tasks (BAETs) due to communication surge and cyclic problem-solving issues. This paper addresses the challenge of coordinating BAETs in a distributed satellite environment. To overcome the issues of communication surge and cyclic problem-solving caused by batch arrivals, a Two-Layer Tabu Search-Based Distributed Collaboration Method (TLTSD) is proposed. TLTSD combines traditional auction-based self-organized collaboration method with tabu search approach, where the Master satellite acts as an auctioneer and the Servant satellites act as bidders, each maintaining their own tabu list to avoid cyclic optimal solutions during subsequent negotiations. Through numerical experiments, TLTSD is proven effective in reducing communication times and enhancing coordination performance.
(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Weiyi Yang, Yingwu Chen, Lei He, Xiaolu Liu, and Yonghao Du "A two-layer tabu search-based distributed satellite online collaboration method for batch arrival emergency tasks", Proc. SPIE 12976, Eighth Asia Pacific Conference on Optics Manufacture and Third International Forum of Young Scientists on Advanced Optical Manufacturing (APCOM and YSAOM 2023), 129760O (29 December 2023); https://doi.org/10.1117/12.3008240
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KEYWORDS
Satellites
Satellite communications
Computer simulations
Remote sensing
Distributed computing
Reliability
Online learning
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