RL-GA: A reinforcement learning-based genetic algorithm for electromagnetic detection satellite scheduling problem

Y Song, L Wei, Q Yang, J Wu, L Xing, Y Chen - Swarm and Evolutionary …, 2023 - Elsevier
The study of electromagnetic detection satellite scheduling problem (EDSSP) has attracted
attention due to the detection requirements for a large number of targets. This paper …

A mixed integer linear programming model for multi-satellite scheduling

X Chen, G Reinelt, G Dai, A Spitz - European Journal of Operational …, 2019 - Elsevier
We address the multi-satellite scheduling problem with limited observation capacities that
arises from the need to observe a set of targets on the Earth's surface using imaging …

A population perturbation and elimination strategy based genetic algorithm for multi-satellite TT&C scheduling problem

M Chen, J Wen, YJ Song, L Xing, Y Chen - Swarm and Evolutionary …, 2021 - Elsevier
Abstract The Multi-satellite Tracking Telemetry and Command (TT&C) Scheduling, a multi-
constrained and high-conflict complex combinatorial optimization problem, is a typical NP …

Ant colony algorithm for satellite control resource scheduling problem

Z Zhang, F Hu, N Zhang - Applied Intelligence, 2018 - Springer
With the increasing number of satellite, the satellite control resource scheduling problem
(SCRSP) has been main challenge for satellite networks. SCRSP is a constrained and large …

[图书][B] Causality, correlation and artificial intelligence for rational decision making

T Marwala - 2015 - books.google.com
Causality has been a subject of study for a long time. Often causality is confused with
correlation. Human intuition has evolved such that it has learned to identify causality through …

A knowledge-based evolutionary algorithm for relay satellite system mission scheduling problem

Y Song, L Xing, M Wang, Y Yi, W Xiang… - Computers & Industrial …, 2020 - Elsevier
In order to improve the operating efficiency of original satellite system, relay satellite system
is used to complete the transmission of commands and data between the ground and the …

Priority-based and conflict-avoidance heuristics for multi-satellite scheduling

X Chen, G Reinelt, G Dai, M Wang - Applied Soft Computing, 2018 - Elsevier
In this paper we address the problem of multi-satellite scheduling with limited observing
ability. As with other computationally hard combinatorial optimization problems, a two-stage …

Reviews and prospects in satellite range scheduling problem

S Li, Q Yu, H Ding - Autonomous Intelligent Systems, 2023 - Springer
With the increasing number of space satellites, the demand for satellite communication
(including maneuvering, command uploading and data downloading) has also grown …

Learning-guided nondominated sorting genetic algorithm II for multi-objective satellite range scheduling problem

YJ Song, X Ma, XJ Li, LN Xing, P Wang - Swarm and Evolutionary …, 2019 - Elsevier
Satellite range scheduling is an important issue in the field of satellite mission planning,
which greatly affects the development of satellite industry. This paper analyzed satellite …

[HTML][HTML] Satellite range scheduling with the priority constraint: An improved genetic algorithm using a station ID encoding method

Y Li, R Wang, Y Liu, M Xu - Chinese Journal of Aeronautics, 2015 - Elsevier
Satellite range scheduling with the priority constraint is one of the most important problems
in the field of satellite operation. This paper proposes a station coding based genetic …