Optimising a production process by a neural network/genetic algorithm approach

Engineering Applications of Artificial Intelligence

Volumn 9, Issue 6, 1996, Pages 681-689

  Sette, Stefan ^a   Boullart, Luc ^b   Van Langenhove, Lieva ^b  

^a GHENT UNIVERSITY   (Belgium)

^b NONE

Author keywords

Genetic algorithms; Modelling; Neural networks; Optimisation; Production process; Textiles

Indexed keywords

FUNCTIONS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; OPTIMIZATION; PRODUCTION CONTROL; SPINNING (FIBERS); TEXTILE PROCESSING;

END PRODUCT; PRODUCTION PROCESS;

NEURAL NETWORKS;

EID: 0030411864     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0952-1976(96)00062-0     Document Type: Article

References (9)

1. Lipmann, R. P., An introduction to computing with neural nets. IEEE ASSP magazine, April 1987.
2. Sette, S., Boullart, L. and Kiekens, P., Self-organizing neural nets: a new approach to quality in textiles. Textile Research Journal, 1995, 65(4), 196-202.
3. Sette, S. and Boullart, L., Fault detection and quality assessment in textiles by means of neural nets. Proceedings Textile Process Control 2001, UMIST, 1995.
4. Goldberg, D. E., Genetic Algorithms in Search, Optimisation, and Machine Learning. Addison-Wesley, Reading, MA, 1989.
5. Goldberg, D. E. and Richardson, J., Genetic algorithms with sharing for multimodal function optimisation, Genetic algorithms and their applications. Proc. 2nd Int. Conf on Genetic Algorithms, 1987, pp. 471-482.
6. Holland, J. H., Genetic algorithms and the optimal allocation of trials. SIAM Journal of Computing, 1973, 2(2), 88-105.
7. Pohleim, H., Ein genetischer algorithmus mit mehrfachpopulation zur numerischen optimierung. Automatisierungstechnik, 1995, 43(3), 110-117.
8. Pynckels, F., Sette, S., Van Langenhove, L., Kiekens, P. and Impe, K., Use of neural nets for determining the spinnability of fibres. Journal of the Textile Institute, 1995, 86(3), 425-437.
9. Pynckels, F., Sette, S., Vanlangenhove, L., Kiekens, P. and Impe, K., Use of neural nets to simulate the spinning process. Submitted to the Journal of the Textile Institute.