Automated tuning of an electronic circuit board using the artificial neural network approach

Journal of Intelligent Manufacturing

Volumn 7, Issue 4, 1996, Pages 329-339

  Ukita, Akio ^a   Karwowski, Waldemar ^b   Salvendy, Gavriel ^d   Lee, Wookgee ^b   Zurada, Joseph ^c  

^a NEC CORPORATION   (Japan)

^b University of Louisville   (United States)

^c UNIVERSITY OF LOUISVILLE   (United States)

^d SCHOOL OF INDUSTRIAL ENGINEERING   (United States)

Author keywords

Automated tuning; Electronic circuit; Neural networks

Indexed keywords

AUTOMATION; COMPUTER SIMULATION; MICROWAVE CIRCUITS; NEURAL NETWORKS; PERFORMANCE; TUNING;

TRIMMERS;

COMMUNICATION SYSTEMS;

EID: 0030214824     PISSN: 09565515     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF00124833     Document Type: Article

References (11)

1. Baker, W. and Farrel, J. (1991) Connectionist learning systems for control. Intelligent Robots and Computer Vision IX, Proceedings of SPIE, 1382, 612-619.
2. Eberhart, R. C. and Dobbins, R. W. (1990) Neural Network PC Tools, Academic Press, San Diego.
3. Hecht-Nielsen, R. (1990) Neurocomputing, Addison-Wesley, Reading, MA.
4. Hsu, Y. and Chen, C. (1991) Tuning of power system stabilizers using an artificial neural network. IEEE Transactions on Energy Conversion, 6(4), 612-619.
5. Ishida, M (1992) Control by a policy- and experience-driven neural network. Journal of Chemical Engineering of Japan, 25(1), 108-111.
6. Johnson, J. H., Picton, P. D. and Hallam, N. J. (1993) Safety-critical neural computing: explanation and verification in knowledge augmented neural networks. Artificial Intelligence in Engineering, 8, 307-313.
7. Ruano, A., Fleming, P. and Jones, D. (1992) Connectionist approach to PID auto tuning. IEE Proceedings Part D Control Theory Application, 139(3), 279-285.
8. Rumelhart, D. E., Hinton, G. E. and Williams, R. W. (1988) Learning internal representations by error propagation, in Neurocomputing: Foundations of Research, Anderson, J. A. and Rosenfield, E. (eds), Bradford, Cambridge, MA.
9. Ukita, A. and Kitagawa, T. (1992) A modulation package tuning machine applying fuzzy logic, in Lecture Notes in Artificial Intelligence 605, Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 5th International Conference Proceedings, Springer-Verlag, Berlin, pp. 351-360.
10. Zhang, T. and Veenker, G. (1991) Neural networks that teach themselves through genetic discovery of novel examples, in Proceedings of IEEE International Joint Conference on Neural Networks, 1, pp. 690-695.
11. Zurada, J. (1992) Introduction to Artificial Neural Systems, West Publishing Co, St. Paul, MN.