Optimum design for Artificial Neural Networks: An example in a bicycle derailleur system

Engineering Applications of Artificial Intelligence

Volumn 13, Issue 1, 2000, Pages 3-14

  Lin, T Y ^a   Tseng, C H ^a  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SYSTEMS PROGRAMMING; LEARNING SYSTEMS; MATHEMATICAL MODELS; OPTIMIZATION; RESPONSE TIME (COMPUTER SYSTEMS); VECTOR QUANTIZATION;

BICYCLE DERAILLEUR SYSTEM; DESIGN OF EXPERIMENTS (DOE); TAGUCHI METHOD;

NEURAL NETWORKS;

EID: 0033881683     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0952-1976(99)00045-7     Document Type: Article

References (13)

1. Arora J.S. Introduction to Optimum Design. 1989;McGraw-Hill, New York.
2. Gill P.E., Murray W., Margaret H.W. Practical Optimization. 1981;Academic Press, New York.
3. John G.P., Dimitris G.M. Digital Signal Processing. 1996;Prentice-Hall, Englewood Cliffs, NJ.
4. Khaw B.S.L., John F.C., Lennie E.N.L. Optimum design of neural networks using the Taguchi method. Neurocomputing. 7:1995;225-245.
5. Lin T.Y., Tseng C.H. Using fuzzy logic and neural network in bicycle derailleur system tests. Proceedings of the International Conference on Advances in Vehicle Control and Safety (AVCS'98), Amiens, France :1998;338-343.
6. Miller G.F., Todd P.M., Hedge S.U. Designing neural networks using genetic algorithms. In: Proceedings of the Third International Conference on Genetic Algorithms :1989;379-384.
7. Montgomery D.C. Design and Analysis of Experiments. 1991;Wiley, New York.
8. Patterson D.W. Artificial Neural Networks, Theory and Applications. 1996;Prentice-Hall, Englewood Cliffs, NJ.
9. Peace G.S. Taguchi Methods, A Hands-On Approach. 1993;Addison-Wesley, Reading, MA.
10. Taguchi G. Introduction to Quality Engineering. 1986;Asian Productivity Organization, Tokyo.
11. Teo M.Y., Sim S.K. Training the neocognitron network using design of experiments. Artificial Intelligence in Engineering. 9:1995;85-94.
12. Wang C.C., Tseng C.H., Fong Z.H. A method for improving shifting performance. International Journal of Vehicle Design. 18:(1):1996;100-117.
13. Zell, A., 1995. SNNS, Stuttgart Neural Network Simulator User Manual, Version 4.1, Report No. 6/95. University of Stuttgart, IPVR, Stuttgart, Germany.