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Routing and Spectrum Assignment in Elastic Optical Networks through a Hybrid Approach based on K-Shortest Paths and Q-Learning

open access: closedLatin American Conference on Computational Intelligence, 2023
Reinforcement learning techniques have been successfully applied to the routing and spectrum assignment problem in elastic optical networks. These techniques offer a promising approach by enabling agents to make sequential decisions based on network ...
Ivan I. RĂ­os-Villalba   +3 more
openalex   +2 more sources

Improved Route Selection Strategy Based on K Shortest Path

open access: closedInternational Symposium on Networks, Computers and Communications, 2019
LEO satellite networks have many advantages, such as global coverage and short latency, which play a crucial role in the future global communications. Under the tide of the Internet of Things, LEO satellite networks, as an effective means of connecting ...
Guanghao Huang   +3 more
openalex   +2 more sources

Random Regular Graph and Generalized De Bruijn Graph with k-Shortest Path Routing

open access: closedIEEE International Parallel and Distributed Processing Symposium, 2016
Peyman Faizian   +4 more
openalex   +2 more sources

Peek: A Prune-Centric Approach for K Shortest Path Computation

International Conference for High Performance Computing, Networking, Storage and Analysis, 2023
The K shortest path (KSP) algorithm, which finds the top $K$ shortest simple paths from a source to a target vertex, has a wide range of real-world applications, e.g., routing, vulnerability detection, and biology analysis.
Wang Feng   +3 more
semanticscholar   +1 more source

K-Shortest Routing For Autonomous Driving

2022 4th International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI), 2022
The future ITS-based road network can provide a seamless and integrated transportation. The network makes it more complicated for the cars to decide for an optimal choice or K-shortest paths under the autonomous driving situation.
Feng Xie, Yufei Xie, S. Lam
semanticscholar   +1 more source

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