Grammatical Evolution-Driven Algorithm for Efficient and Automatic Hyperparameter Optimisation of Neural Networks

Grammatical Evolution-Driven Algorithm for Efficient and Automatic Hyperparameter Optimisation of Neural Networks

Neural networks have revolutionised the way we approach problem solving across multiple domains; however, their effective design and efficient use of computational resources is still a challenging task. One of the most important factors influencing this process is model hyperparameters which vary si...

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Bibliographic Details
Main Authors: Gauri Vaidya, Meghana Kshirsagar, Conor Ryan
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Algorithms
Subjects:
search space pruning
machine learning
grammatical evolution
combinatorial optimisation
computer vision
metaheuristics
Online Access:https://www.mdpi.com/1999-4893/16/7/319

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https://www.mdpi.com/1999-4893/16/7/319

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