A Heuristic Construction Neural Network Method for the Time-Dependent Agile Earth Observation Satellite Scheduling Problem

A Heuristic Construction Neural Network Method for the Time-Dependent Agile Earth Observation Satellite Scheduling Problem

The agile earth observation satellite scheduling problem (AEOSSP), as a time-dependent and arduous combinatorial optimization problem, has been intensively studied in the past decades. Many studies have proposed non-iterative heuristic construction algorithms and iterative meta-heuristic algorithms...

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Bibliographic Details
Main Authors: Jiawei Chen, Ming Chen, Jun Wen, Lei He, Xiaolu Liu
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Mathematics
Subjects:
agile satellite scheduling
deep reinforcement learning
heuristic construction neural network
task arrangement algorithm
Online Access:https://www.mdpi.com/2227-7390/10/19/3498

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