Building a Digital Twin for network optimization using Graph Neural Networks.
Miquel Ferriol GalmésJosé Suárez-VarelaJordi PaillisseXiang ShiShihan XiaoXiangle ChengPere Barlet-RosAlbert Cabellos-AparicioPublished in: Comput. Networks (2022)
Keyphrases
- neural network
- network architecture
- optimization algorithm
- peer to peer
- graphical representation
- distribution network
- network model
- complex networks
- genetic algorithm
- hopfield network
- dynamic networks
- computer networks
- back propagation
- radial basis function network
- multilayer neural network
- neural network model
- feed forward
- hopfield networks
- bipartite graph
- graph theory
- graph structure
- weighted graph
- network configuration
- pattern recognition
- citation networks
- attack graph
- protein interaction networks
- optimization problems
- artificial neural networks
- spiking neural networks
- directed edges
- network traffic
- scale free
- small world
- edge weights
- graph representation
- spanning tree
- structured data
- graph model
- training process
- network structure
- neural nets
- optimization method
- directed graph