Production planning decision based on the optimized fuzzy time-series clustering

Proceedings of the IEEE International Conference on Automation and Logistics, ICAL 2007

Volumn , Issue , 2007, Pages 1130-1134

  Li, Junping ^a   Li, Bo ^a   Xu, Limei ^a   Shirodkar, Shamin A ^b  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b INTEL CORPORATION   (China)

Author keywords

Classification; Clustering analysis; FSTS; Optimization; Production planning

Indexed keywords

DECISION MAKING; OPTIMIZATION; SEMICONDUCTOR DEVICE MANUFACTURE; TIME SERIES ANALYSIS; UNCERTAINTY ANALYSIS;

CLUSTERING ANALYSIS; PRODUCTION PLANNING; SEMICONDUCTOR MANUFACTURING FACTORY;

FUZZY CLUSTERING;

EID: 40649124563     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICAL.2007.4338738     Document Type: Conference Paper

References (12)

1. R.-C. Wang and H.-H. Fang, "Aggregate production planning with multiple objectives in fuzzy environment," European Journal of Operational Research, vol. 133, no. 3, pp. 521-536, March 2001.
2. K.-J. Zhu and Y.-J. Kuang, "Business Production Planning Models Based on Dynamic Prediction," [In Chinese] Systems Engineering-theory & Practice, pp. 94-98, January 2003.
3. Q. Li, D.-C. Liu, H.-Z. Wang, et al, "Optimization Methodology in Production Planning for Semiconductor Manufacturing," [In Chinese] Manufacturing Technology & Machine Tool, pp. 93-96, November 2004.
4. Q. Li, D.-C. Liu, L. Zheng, et al, "LP-based capacity planning in semiconductor manufacturing," [In Chinese] Semiconductor Technology, vol. 29, no. 7, pp. 35-39, July 2004.
5. T.-W. Liao, "Clustering of time series data - a survey," Pattern Recognition, vol.38, no. 11, pp. 1857-1874, November 2005.
6. J.-M. Wooldridge, Introductory Econometrics: A Modern Approach, 3rd ed., Beijing: Tsinghua University Press, 2007.
7. J.-J. Duan, Y.-S. Xue, Z.-Y. Lin, et al, "A Novel Hidden Markov Model-Based Hierarchical Time-Series Clustering Algorithm," [In Chinese] Journal of Computer Research and Development, vol. 43, no. 1, pp. 61-67, January 2006.
8. C-S. Möller-Levet, F Klawonn, K.-H. Cho, et al, "Fuzzy clustering of short time-series and unevenly distributed sampling points," Bioinformatics & Systems Biology Group of Rostock University, Germany, 2003.
9. C.-S. Möller-Levet, F Klawonn, K.-H. Cho, et al, "Clustering of unevenly sampled gene expression time-series data," Fuzzy Sets and Systems, vol. 152, no. 1, pp. 49-66, January 2005.
10. S.-L. Chen, J.-G. Li, and X.-G. Wang, [In Chinese] Fuzzy Sets Theory and its Application, Beijing: Science Press, 2005.
11. X.-L. Zhu, X.-X. Wu, and X.-M. Li, "Modeling method of fuzzy inference system based on improved fuzzy clustering arithmetic," [In Chinese] Control and Decision, vol. 22, no. 1, pp. 73-77, January 2007.
12. M. Hong, R. Zhang, Q.-L. Wan, et al, "A combined cloud classification method of multi-spectral satellite cloud pictures based on GA and FCM," [In Chinese] Progress in Geophysics, vol. 20, no. 4, pp. 1009-1014, April 2005.