Authors: | Matijević, Luka |
Affiliations: | Computer Science Mathematical Institute of the Serbian Academy of Sciences and Arts |
Title: | UTILIZING METAHEURISTICS TO GUIDE THE TRAINING OF NEURAL NETWORKS |
First page: | 1057 |
Last page: | 1062 |
Related Publication(s): | Zbornik radova |
Conference: | SYM-OP-IS 2023, Tara, 18-21. septembar 2023. |
Issue Date: | 2023 |
Rank: | M33 |
ISBN: | 978-86-335-0836-0 |
URL: | https://www.mi.sanu.ac.rs/~luka/resources/papers/UTILIZING_METAHEURISTICS_TO_GUIDE_THE_TRAINING_OF_NEURAL_NETWORKS.pdf |
Abstract: | Neural networks (NN), have become increasingly popular due to their practical applications. NN training is a crucial stage in constructing a reliable model that can accurately predict data. The goal of NN training is to determine the best internal parameters to optimize the network's performance on test data, according to a specific metric. In this study, we explore the use of metaheur... |
Keywords: | Machine Learning | Combinatorial Optimization | Classification Accuracy | Variable Neighborhood Search | Memetic Algorithm |
Publisher: | Medija centar "Odbrana" |
Project: | This work was supported by the Ministry of Science, Technological Development and Innovation of the Republic of Serbia, Agreement No. 451-03-47/2023-01/200029 |
Show full item record
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.