Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/354| Título: | Particle Swarms for Feedforward Neural Network Training |
| Autor(es): | Mendes, Rui Cortez, Paulo Rocha, Miguel Neves, José |
| Palavras-chave: | Evolutionary Programming Feedforward Neural Networks Gradient-based Algorithms Particle Swarm Optimization |
| Data: | 2002 |
| Editora: | IEEE |
| Revista: | IEEE International Joint Conference on Neural Networks (IJCNN) |
| Citação: | INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), Honolulu, Havai, USA, 2002. [s.l.] : IEEE Computer Society, 2002. ISBN 0-7803-7278-6. vol. 2, p. 1895-1899. |
| Resumo(s): | Particle Swarm is a novel optimization paradigm for real-valued functions, based on the social dynamics of group interaction. In this work, it is proposed its application to the training of Neural Networks. Comparative tests were carried out, for classification and regression tasks, being the results compared with other approaches. |
| Tipo: | Artigo em ata de conferência |
| URI: | https://hdl.handle.net/1822/354 |
| ISBN: | 0780372786 |
| ISSN: | 2161-4393 |
| Arbitragem científica: | yes |
| Acesso: | Acesso restrito UMinho |
| Aparece nas coleções: | DI/CCTC - Artigos (papers) DSI - Engenharia da Programação e dos Sistemas Informáticos |
Ficheiros deste registo:
| Ficheiro | Descrição | Tamanho | Formato | |
|---|---|---|---|---|
| swarm3.pdf Acesso restrito! | 229,53 kB | Adobe PDF | Ver/Abrir |
