A hybrid intelligent genetic algorithm

Advanced Engineering Informatics

Volumn 19, Issue 4, 2005, Pages 255-262

  Javadi, A A ^a   Farmani, R ^a   Tan, T P ^a  

^a UNIVERSITY OF EXETER   (United Kingdom)

Author keywords

Genetic algorithm; Hybrid; Neural network; Optimization

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTATIONAL COMPLEXITY; CONVERGENCE OF NUMERICAL METHODS; FUNCTIONS; NEURAL NETWORKS; OPTIMIZATION; PROBLEM SOLVING;

COMPUTATIONAL EFFORTS; COMPUTATIONAL METHODOLOGY; HYBRID; INTELLIGENT ALGORITHM;

GENETIC ALGORITHMS;

EID: 27144482682     PISSN: 14740346     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aei.2005.07.003     Document Type: Article

References (15)

1. A.H. Abu-Alola, and N.E. Gough Identification and adaptive control of nonlinear processes using combined neural network and genetic algorithms DW Pearson NC Steele RF Albrecht Proceedings of the international conference on artificial neural nets and genetic algorithms 1995 Springer Verlag 396 399
2. H. Adeli, and S.L. Hung Machine learning; neural networks, genetic algorithms and fuzzy systems 1995 Wiley New York
3. C. Bishop Neural network for pattern recognition 1995 Clarendon Press Oxford
4. L. Davis Handbook of genetic algorithms 1991 Van Nostrand Reinhold New York
5. K. Deb, and T. Goel Controlled elitism non-dominated sorting genetic algorithms for better convergence First international conference on evolutionary multi-criterion optimization 2000 p. 67-81
6. Deb K, Agrawal S, Pratap A, Meyaruvan T. (2000), A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II, Lecture Notes in Computer Science, Iss. 1917, 849-858.
7. R. Farmani, and J.A. Wright Self-adaptive fitness formulation for constrained optimization IEEE Trans Evol Comput 7 5 2003 445 455
8. D.E. Goldberg Genetic algorithms in search, optimization, and machine learning 1989 Addison-Wesley USA
9. J.H. Holand Adaptation in natural and artificial systems, ANN Arbor 1975 The University of Michigan Press Michigan
10. A.A. Javadi Estimation of air losses from tunnels driven under compressed air using neural networks Proceedings of the 10th international conference on computer methods and advances in geomechanics, Tuscon, Arizona vol.1 2001 p. 207-211
11. A.A. Javadi, M.J. Brown, and A.F.L. Hyde Prediction of load bearing capacity of piles from rapid load pile testing data using neural networks Proceedings of the 5th international conference on deep foundation practice, Singapore 2001 p. 235-242
12. A.A. Javadi, R. Farmani, and T.P. Tan An intelligent self-learning genetic algorithm Proceedings of the 11th international EG-ICE workshop, Weimar 2001 p. 26-35
13. S. Koziel, and Z. Michalewicz Evolutionary algorithms, homomorphous mapping, and constrained parameter optimization J Evol Comput 7 1 1999 19 44
14. Y.H. Pao Adaptive pattern recognition and neural networks 1989 Addison-Wesley Publishing Company USA
15. P.D. Wasserman Neural computing: theory and practice 1988 Van Nostrand Reinhold New York