RL-GA: A reinforcement learning-based genetic algorithm for electromagnetic detection satellite scheduling problem
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 …
attention due to the detection requirements for a large number of targets. This paper …
Deep reinforcement learning method for satellite range scheduling problem
The satellite range scheduling problem (SRSP) is a range of combinatory optimization,
which plays a vital role in the regular operation and mission accomplishment of in-orbit …
which plays a vital role in the regular operation and mission accomplishment of in-orbit …
Collaborative data downloading by using inter-satellite links in LEO satellite networks
Satellite systems have attracted great attention from academic and industrial communities in
recent years. There are many satellites that have been launched for weather forecast …
recent years. There are many satellites that have been launched for weather forecast …
An improved genetic algorithm for the integrated satellite imaging and data transmission scheduling problem
J Zhang, L Xing - Computers & Operations Research, 2022 - Elsevier
Abstract The study of Integrated Satellite Imaging and Data Transmission Scheduling
Problem (ISIDTSP) has assumed increasing importance due to the growing number of …
Problem (ISIDTSP) has assumed increasing importance due to the growing number of …
A mixed integer linear programming model for multi-satellite scheduling
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 …
arises from the need to observe a set of targets on the Earth's surface using imaging …
Optimization-based scheduling method for agile earth-observing satellite constellation
This Paper proposes a two-step binary linear programming formulation for task scheduling
of a constellation of low-Earth-orbit satellites and demonstrates its applicability and …
of a constellation of low-Earth-orbit satellites and demonstrates its applicability and …
Graph colouring approaches for a satellite range scheduling problem
N Zufferey, P Amstutz, P Giaccari - Journal of Scheduling, 2008 - Springer
A goal of this paper is to efficiently adapt the best ingredients of the graph colouring
techniques to an NP-hard satellite range scheduling problem, called MuRRSP. We propose …
techniques to an NP-hard satellite range scheduling problem, called MuRRSP. We propose …
A Lagrangian heuristic for satellite range scheduling with resource constraints
The data exchange between ground stations and satellite constellations is becoming a
challenging task, as more and more communication requests must be daily scheduled on a …
challenging task, as more and more communication requests must be daily scheduled on a …
A population perturbation and elimination strategy based genetic algorithm for multi-satellite TT&C scheduling problem
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 …
constrained and high-conflict complex combinatorial optimization problem, is a typical NP …
Adaptive variable neighborhood search algorithm with Metropolis rule and tabu list for satellite range scheduling problem
T Wang, Y Gu, H Wang, G Wu - Computers & Operations Research, 2024 - Elsevier
Efficient scheduling of measurement and control resources plays a critical role in successful
satellite operations. The tremendous growth in the number of satellites in orbit exacerbates …
satellite operations. The tremendous growth in the number of satellites in orbit exacerbates …