Hybrid fuzzy modelling using simulated annealing and application to materials property prediction

Proceedings of the 2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999

Volumn 1, Issue , 1999, Pages 395-400

  Chen, Min You ^a   Linkens, D A ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMBINATORIAL OPTIMIZATION; FUZZY RULES; HYBRID MATERIALS; MANGANESE; MANUFACTURE; MEMBERSHIP FUNCTIONS; SIMULATED ANNEALING;

COMPETITIVE NEURAL NETWORK; FUZZY CLASSIFICATION; FUZZY MEMBERSHIP FUNCTION; FUZZY RULE-BASED MODELS; MECHANICAL PROPERTY PREDICTION; NUMBER OF CLUSTERS; PROPERTY PREDICTIONS; SIMULATED ANNEALING ALGORITHMS;

FUZZY INFERENCE;

EID: 33745015357     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IPMM.1999.792512     Document Type: Conference Paper

References (12)

1. M. Sugeno, G. T. Kang, 1988. Structure identification of fuzzy model. Fuzzy Sets & Sys. , 28, 15-33.
2. M. Sugeno, T. Yasukawa, 1993. A fuzzy-logic-based approach to qualitative modeling. IEEE Trans.
3. L. X. Wang, 1994. Modelling and control of hierarchical systems with fuzzy systems. Automatica
4. J. R. Jang, 1992. Self-learning fuzzy controllers based on temporal back propagation. IEEE Trans. on Neural Networks, 3(5), 714-723.
5. S. Marsili-Libelli, A. Muller, 1996. Adaptive fuzzy pattern recognition in the anaerobic digestion process. Pattern Recognition Letters, 17(6), 65 1-659.
6. P. D. Hodgson, 1996. Microstructure modeling for property prediction and control. J. Mat. Proc. Tech. , 60, 27-33.
7. C. Chen, Y. Cao, S. R. LeClair, 1998. Materials structure-property prediction using a selfarchitecturing neural network. J. Alloys and Compounds, 279(1), 30-38.
8. C. A. L. Bailer-Jones, T. J. Sabin, D. J. Mackay, P. J. Withers, 1998. Prediction of deformed annealed microstructures using Bayesian networks and Gaussian processes. Proc. Int. Conf. on Forging and Related Technology, Birmingham, U. K. , 9 13-919.
9. Fuzzy Systems, 1 (l), 7-3 1. 33(6), 104 1-1053.
10. T. Kohonen, 1984. Self-organization and associative memory, Springer-Verlag, Berlin.
11. S. Kirkpatrck, C. D. Gelatt, M. P. Vecchi, 1983. Optimization by simulated annealing, Sci. 220, 671-680.
12. S. Kirkpatrck, 1984. Optimization by simulated annealing: Quantitative studies, J. Stat. Phys. , 34, 975-986.