A co-evolutionary algorithm for neural network learning

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn 1, Issue , 1997, Pages 432-437

  Zhao, Qiangfu ^a  

^a UNIVERSITY OF AIZU   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CO-EVOLUTIONARY ALGORITHM; DIVIDE AND CONQUER; EVOLUTIONARY ALGORITHMS (EAS); EVOLUTIONARY LEARNING; GLOBAL OPTIMAL SOLUTIONS; NEURAL NETWORK LEARNING;

EVOLUTIONARY ALGORITHMS; OPTIMAL SYSTEMS; PATTERN RECOGNITION; LEARNING ALGORITHMS; LEARNING SYSTEMS; PROBLEM SOLVING;

NEURAL NETWORKS;

COEVOLUTIONARY ALGORITHMS (CEA);

EID: 0030653083     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNN.1997.611707     Document Type: Conference Paper

References (15)

1. D. B. Fogel, Evolutionary Computation, IEEE Press, 1995.
2. J. R. Koza, Genetic Programming, Fourth Printing, The MIT Press, 1994.
3. R. Tanese, Distributed genetic algorithm for function optimization, Ph. D. dissertation. Department of Electrical Engineering and Computer Science, University of Michigan
4. N. Hansen and A. Ostermeier, "Adapting arbitrary normal mutation distributions in evolution strategies: the covariance matrix adaptation," Proc. ICEC'96, pp. 312-317, Nagoya, May 1996.
5. W. D. Hillis, "Co-evolving parasites improve simulated evolution as an optimization procedure," Artificial Life II, C. G. Langton, C. Taylor, J. D. Farmer and S. Rasmussen (eds), Addison-Wesley, California, 1992.
6. J. Paredis, "Steps towards co-evolutionary classification neural networks," Proc. Fourth Inter. Workshop on the Synthesis and Simulation of Living Systems, pp. 102-108, R. A. Brooks and P. Maes (eds), The MIT Press, 1994.
7. M. A. Potter and K. A. De Jong, "A co-operative co-evolutionary approach to function optimization," Proc. Third Conference on Parallel Problem Solving from Nature, pp. 249-257, Springer-Verlag, 1994.
8. K. A. De Jong and M. A. Potter, "Evolving complex structures via co-operative co-evolution," Proc. Fourth Annual Conference on Evolutionary Programming, pp. 307-317, The MIT Press, 1995.
9. J. H. Holland, Adaptation in natural and artificial systems, Chapter 10, The MIT Press, Third Printing, 1994.
10. Q. F. Zhao and T. Higuchi, "Evolutionary learning of nearest neighbor MLP," IEEE Trans, on Neural Networks, Vol. 7, No. 3, pp. 762-767, 1996.
11. Q. F. Zhao, "Neural network learning based on co-evolution," Proc. ICNN'96, 403-407, Washington, D. C., June 1996.
12. E. Yourdon and L. L. Constantine, Structured Design, Prentice Hall, 1979.
13. M. Minsky, The Society of Mind, Simon and Schuster, 1986.
14. B. J. Cox, Object-oriented programming: An Evolutionary Approach, Addison-Wesley, 1986.
15. T. M. Cover and P. E. Hart, "Nearest neighbor pattern classification," IEEE Trans, on Information Theory, Vol. IT-13, No. 1, pp. 21-27, Jan. 1967.