A Variant of the Growing Neural Gas Algorithm for the Design of an Electric Vehicle Charger Network

A Variant of the Growing Neural Gas Algorithm for the Design of an Electric Vehicle Charger Network

The Growing Neural Gas (GNG) algorithm constitutes an incremental neural network model based on the idea of a Self-Organizing Map (SOM), that is, unsupervised learning algorithms that reduce the dimensionality of datasets by locating similar samples close to each other. The design of an electric veh...

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Bibliographic Details
Main Authors: Manuel Curado, Diego Hidalgo, Jose L. Oliver, Leandro Tortosa, Jose F. Vicent
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Mathematics
Subjects:
self-organizing maps
spatial networks
data visualization
growing neural gas
neural gas
Online Access:https://www.mdpi.com/2227-7390/12/22/3485
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