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 …
Space division and adaptive selection strategy based differential evolution algorithm for multi-objective satellite range scheduling problem
Satellite range scheduling always plays a crucial role in tracking, telemetry, and control of
the spacecraft. With the significant increase in the number and type of satellites in orbit, the …
the spacecraft. With the significant increase in the number and type of satellites in orbit, the …
[HTML][HTML] 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 …
(including maneuvering, command uploading and data downloading) has also grown …
MPPT aware task scheduling for nanosatellites using MIP-based ReLU proxy models
This paper investigates the use of Valid Inequalities (VIs) and Rectified Linear Unit (ReLU)
neural networks in addressing the Offline Nanosatellite Task Scheduling (ONTS) problem …
neural networks in addressing the Offline Nanosatellite Task Scheduling (ONTS) problem …
Improving energy aware nanosatellite task scheduling by a branch-cut-and-price algorithm
CubeSats are small satellite platforms that have become increasingly popular for space
research due to their small size, modular design, and affordability. However, their limited …
research due to their small size, modular design, and affordability. However, their limited …
[HTML][HTML] Instance and data generation for the offline nanosatellite task scheduling problem
This paper discusses several cases of the Offline Nanosatellite Task Scheduling (ONTS)
optimization problem, which seeks to schedule the start and finish timings of payloads on a …
optimization problem, which seeks to schedule the start and finish timings of payloads on a …
[HTML][HTML] A delay-tolerant network approach to satellite pickup and delivery scheduling
An approach to job scheduling and task allocation in delay-and disruption-tolerant satellite
networks, called Contact Graph Scheduling (CGS) is introduced. This method aims to …
networks, called Contact Graph Scheduling (CGS) is introduced. This method aims to …
Benders decomposition for the energy aware task scheduling of constellations of nanosatellites
This paper describes a novel method for optimizing nanosatellite constellation scheduling
based on Benders decomposition. The optimization of nanosatellite constellations is …
based on Benders decomposition. The optimization of nanosatellite constellations is …
Explainable column-generation-based genetic algorithm for knapsack-like energy aware nanosatellite task scheduling
Abstract The Offline Nanosatellite Task Scheduling (ONTS) problem poses a complex
optimization challenge, focused on maximizing the number of tasks executed by a satellite in …
optimization challenge, focused on maximizing the number of tasks executed by a satellite in …
Evolutionary multiobjective satellite range scheduling with learning-guided population generation
M Xiong, W Xiong, Z Liu - IEEE Access, 2022 - ieeexplore.ieee.org
Most existing evolutionary approaches to satellite range scheduling seek optimal solution in
terms of the request satisfaction. The scheduling demand of managing ground station …
terms of the request satisfaction. The scheduling demand of managing ground station …