Backpropagation learning with a (1+1) ES

Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10 - Companion Publication

Volumn , Issue , 2010, Pages 2103-2104

  Parra, Jose ^a   Trujillo, Leonardo ^a   Melin, Patricia ^a  

^a TIJUANA INSTITUTE OF TECHNOLOGY   (Mexico)

Author keywords

Backpropagation; Evolutionary strategies; Neural networks

Indexed keywords

BACKPROPAGATION LEARNING; EVOLUTIONARY STRATEGIES; LEARNING PARAMETERS; TIME SERIES PREDICTION;

BACKPROPAGATION; EVOLUTIONARY ALGORITHMS; TIME SERIES;

NEURAL NETWORKS;

EID: 77955970779     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1830761.1830883     Document Type: Conference Paper

References (6)

1. Gurney, K. An Introduction to Neural Networks. Taylor & Francis, Inc., 1997.
2. Hagan, M. T., Demuth, H. B., and Beale, M. Neural Network Design. PWS Publishing Co., 1996.
3. Isasi Viñuela Pedro. Redes Neuronales Artificiales: Un Enfoque Práctico. Pearson Educacion, 2004.
4. Jacobs, R. A. Increased Rates of Convergence Through Learning Rate Adaptation. Technical Report. UMI Order Number: UM-CS-1987-117., University of Massachusetts, 1987.
5. Rumelhart, D. E., Hinton, G. E., and Williams, R. J. Learning internal representations by error propagation. In Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Vol. 1: Foundations, D. E. Rumelhart and J. L. McClelland, Eds. Mit Press Computational Models of Cognition and Perception Series. MIT Press, Cambridge, MA, 318-362, 1986.
6. Samarasinghe, S. Neural Networks for Applied Sciences and Engineering. Auerbach Publications, 2006.