PUBLICATIONS

M. A. El-Beltagy and A. J. Keane, “Optimisation for Multilevel Problems: A Comparison of Various Algorithms,” pp. 111-120 in Proceedings of the Conference on Adaptive Computing in Design and Manufacture 98, ed. I. C. Parmee, Springer Verlag, ISBN 3-540-76254-X, Plymouth (1998). 

G. M. Robinson, M. A. El-Beltagy, and A. J. Keane, “Optimization in Mechanical Design,” pp. 147-165 in Evolutionary Design by Computers, ed. P. J. Bentley, Academic Press (1999).

M. A. El-Beltagy and A. J. Keane, “A Comparison of Genetic Algorithms with Various Optimization Methods for Multi-level Problems,” Eng. Appl. of Artificial Intelligence, , Vol. 12, pp. 639-654, (1999).

M. A. El-Beltagy and A. J. Keane, “Using Self Organizing Maps and Genetic Algorithms for Model Selection in Multilevel Optimization,” The Twelfth International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems IEA/AIE-99, Cairo, Egypt, May 31- June 3, (1999).

M. A. El-Beltagy, P. B. Nair, and A. J. Keane, “Metamodeling Techniques For Evolutionary Optimization of Computationally Expensive Problems: Promises and Limitations,” pp. 196-203 in Proceedings of the Genetic and Evolutionary Computation Conference, Vol. 1, Banzhaf, W., Daida, J., Eiben, A. E., Garzon, M. H., Honavar, V., Jakiela, M. and Smith, R. E. (Eds). Morgan Kaufmann, San Francisco, California (1999).

M. A. El-Beltagy and A. J. Keane, "Topographical mapping assisted Evolutionary Search for Multilevel Optimization," pp. 660-665 in Proceedings of the 1999 Congress on Evolutionary Computation, Vol. 1,  IEEE Press, Piscataway,NJ, (1999).

M. A. El-Beltagy and A. J. Keane, “Evolutionary optimization for computationally expensive problems using Gaussian Processes,” pp. 708-714 in Proceedings of the

International Conference on Artificial Intelligence (IC-AI'2001), Vol II, Hamid Arabnia (Ed), CSREA Press, Las Vegas, Nevada (2001).

Mohammed A. El-Beltagy and W. Andy Wright, “Gaussian Processes for Model Fusion,” pp. 373-380 in Proceeding of the  International Conference on Artificial Neural Networks ICANN-2001, Springer-Verlag, Berlin (2001) .

All publications in a zipped file.