Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
S. Haykin, Neural Networks: A Comprehensive Foundation, Maxwell Macmillan International, 1994.
K. Balakrishnan, V. Honavar, Evolutionary Design of Neural Network A Preliminary Taxonomy and Guide to Literature, Artificial Intelligence Research Group, CS TR #95-01, January 1995.
D. Curran, C. ORiordan, Applying Evolutionary Computation to Designing Neural Networks: A Study of the State of the Art, Technical Report: NUIG-IT 111002, 12 pages, National University of Ireland, Galway, Ireland, October 2002.
M. Potter, K. DeJong, Cooperative coevolution: An architecture for evolving coadapted subcomponents, Evolutionary Computation, 8(l):1–29, 2000.
F. Rosenblatt, The Perceptron: A probabilistic model for information storage and organization in the brain, Psychological Review, vol. 65. pp. 386–408, 1958.
J. Torresen, Parallelization of Back-propagation Training for Feed-Forward Neural Networks, PhD Thesis, The Norwegian Institute of Technology, 1996.
S. Foo, P. Saratchandran, N. Sundararajan, Parallel Implementation of Back-propagation Neural Networks on a Heterogeneous Array of Transputers, IEEE Trans. Systems, Man and Cybernetics-Part B, Vol. 27:1, pp. 118–126, 1997.
R. Alves, J. Melo, A. Dória Neto, A. Albuquerque, New Parallel Algorithms for Back-Propagation Learning, INNS-IEEE International Joint Conference on Neural Networks, Honolulu, USA, 2002.
P. Adamidis, S. Kazarlis, V. Petridis, Advanced Methods for Evolutionary Optimisation, LSS’98, 8th IFAC/IFORS/IMACS/IFIP Symposium on Large Scale Systems: Theory and Applications, University of Patras, Greece, July 15–17, 1998.
T. G. Crainic, M. Gendreau, Cooperative Parallel Tabu Search for Capacitated Network Design, Journal of Heuristics, 8, 601–627, 2002.
Z. Michalewicz, Genetic Algorithms+Data Structures=Evolution Programs, Springer-Verlag, 1992.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Albuquerque, A.C.M.L., Melo, J.D., Dória Neto, A.D. (2005). Evolutionary Computation and Parallel Processing Applied to the Design of Multilayer Perceptrons. In: Nedjah, N., Mourelle, L.d.M. (eds) Evolvable Machines. Studies in Fuzziness and Soft Computing, vol 161. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-32364-3_8
Download citation
DOI: https://doi.org/10.1007/3-540-32364-3_8
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-22905-6
Online ISBN: 978-3-540-32364-8
eBook Packages: EngineeringEngineering (R0)