Meta-learning evolutionary artificial neural networks: By means of cellular automata

Proceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet

Volumn 1, Issue , 2005, Pages 186-192

  Salah, Asma Abu ^a   Al Salqan, Yahya ^a  

^a AL QUDS UNIVERSITY   (Palestine)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATA THEORY; CHAOS THEORY; EVOLUTIONARY ALGORITHMS; LEARNING SYSTEMS; LOGIC DESIGN; PARAMETER ESTIMATION;

ACTIVATION FUNCTIONS; CELLULAR AUTOMATA; CHAOTIC TIME SERIES; NEURAL NETWORK ARCHITECTURE;

FEEDFORWARD NEURAL NETWORKS;

EID: 33847236260     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. A. Abraham, "Meta-Learning Evolutionary Artificial Neural Networks", Neurocomputing Journal, Elsevier Science, Netherlands, Vol. 56c, pp. 1-38, 2004
2. A. Abraham, "Optimization of Evolutionary Neural Networks Using Hybrid Learning Algorithms", IEEE 2002 Joint International Conference on Neural Networks, Vol. 3, IEEE Press, New York, 2002, pp.2797-2802
3. A. Abraham, B. Nath, "ALEC - An Adaptive Learning Framework for Optimizing Artificial Neural Networks", in: N.A. Vassil, et al., (Eds.), Computational Science, Springer, Germany, San Francisco, USA, 2001, pp. 171-180
4. E. Alba, J.F. Aldana, J.M. Troya. "Fully Automatic ANN Design: A Genetic Approach". In Proc. of International workshop on artificial neural networks, pp 179-184, 1993.
5. G. Gutierrez, P. Isasi, J.M. Molina, A. Sanchis, I.M. Galvan, "Evolutionary cellular configurations for designing feedforward neural network architectures", Lecture Notes in Computer Science, Vol. 2084, Springer, Germany, 2001, pp. 514-521.
6. G.E.P. Box, G.M. Jenkins, "Time Series Analysis, Forecasting and Control", Holden Day, San Francisco, 1970.
7. G.F. Miller, P.M. Todd and S.U. Hedge. 'Designing Neural Networks Using Genetic Algorithms". In Proc. of the third international conference on genetic algorithms and their applications, pp 379-384, San Mateo, CA, USA, 1989.
8. H. Gutowitz, editor. "Cellular Automata: Theory and Experiment". MIT Press, 1991. Special issue of Physica D, Volume 45, Nos. 1/3.
9. H. Kitano. "Designing Neural Networks using Genetic Algorithms with Graph Generation System", Complex Syst. 4 (4) (1990) 461-476
10. Molina J.M, Galvan .I, Isasi .P, Sanchis .A. "Grammars and cellular automata for evolving neural network architectures". 2000 IEEE International Conference on Systems, Man, and Cybernetics, 4:2497-2502, 2000.
11. M.C. Mackey, L. Glass, "Oscillation and Chaos in Physiological Control Systems", Science 197 (1977) 287-289.
12. R. K. Belew, J. McInerney, and N. N. Schraudolph, "Evolving networks: Using genetic algorithm with Connectionist Learning," Univ. of California, San Diego, Tech. Rep. CS90-174, Feb. 1991.
13. S. Harp, Samad T. and Guha A. "Towards the Genetic Synthesis of Neural Networks". Proceedings of the Third International Conference on Genetic Algorithms and their applications, pp 360-369, San Mateo, CA, USA, 1989.
14. S. Wolfram. "Theory and Applications of Cellular Automata". World Scientific, Singapore, 1988.
15. T. Binos, "Evolving Neural Network Architecture and Weights Using An Evolutionary Algorithm", Master thesis in information Technology, Department Of Computer Science, RMIT, 2003
16. T.P. Caudell, Dolan C.P. "Parametric Connectivity: Training of Constrained Networks using Genetic Algorithms", Proc. of the third International Conference on Genetic Algorithms and their applications, 370-374, Morgan Kaufman, 1989.
17. X Yao. "Evolving Artificial Neural Networks". Proceedings of IEEE 87 (9 Suppl. 1) (1999) 423-1447.
18. X. Yao, Y. Liu, "A New Evolutionary System for Evolving Artificial Neural Networks", IEEE Trans. Neural Networks8 (3) (1997) 694-713.
19. X Yao, "A review of Evolutionary Artificial Neural Networks", International Journal of Intelligent Systems, 8:539-567, 1993