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Chaotic Theory
 
 
 

Teaching Materials

EE4047 Genetic Algorithms and Their Applications

Book/Monograph

1. K.F. Man, K.S. Tang and S. Kwong, “Genetic algorithms: Concepts and designs,” Springer Verlag Hong Kong, ISBN 962-430-083-6, 2000. 
2. K.F. Man, K.S. Tang and S. Kwong, “Genetic algorithms: Concepts and designs,” Springer Verlag London, ISBN 1-85233-072-4, 1999. 
3. K.F. Man, K.S. Tang, S. Kwong and W.A. Halang, “Genetic algorithms for control and signal processing,” Springer Verlag London, ISBN 3-540-76101-2, 1997. 

Book Chapters

1. K.S. Tang, G.R. Chen, K.F. Man and S. Kwong, “Fuzzy logic and genetic algorithm methods in PID tuning,” Chapter 9, pp. 339-360 in PID Control: New Identification and Design Methods, edited by M.A. Johnson and M.F. Moradi, Springer Verlag London, 2005. 

Journal Papers

1. S.Y. Zheng, W.S. Chan, K.S. Tang and K.F. Man, "Vestigial dual band quadrature branch  line coupler with aligned phase and improved bandwidth response," Electronic Letters, vol. 44, no. 21, pp. 1264-1265, 2008.
2. J. Guo, Y. Wang, K.S. Tang, S. Chan, E.W.M. Wong, P. Taylor and M. Zukeman, "Evolutionary optimization of file assignment for a large-scale video-on-demand system," IEEE Transactions on Knowledge and Data Engineering, vol. 20, no. 6, pp. 836-850, Jun 2008.
3. T.M. Chan, K.F. Man, S. Kwong and K.S. Tang, "A jumping gene paradigm for evolutionary multiobjective optimization," IEEE Transactions on Evolutionary Computation, vol. 12, no. 2, pp. 143-159, Apr 2008.
4. T.M. Chan, K.F. Man, K.S. Tang and S. Kwong, "A jumping-genes paradigm for opitmizing factory WLAN network," IEEE Transactions on Industrial Informatics, vol. 3, no. 1, pp. 33-43, Feb 2007.
5. T.M. Chan, K.F. Man, K.S. Tang and S. Kwong, "A junping gene algorithm for multiobjective resource management in wideband CDMA systems," The Computer Journal, vol. 48, no. 6, pp. 749-768, Nov 2005.
6. Leo H.W. Yeung and Wallace K.S. Tang, "A hybrid genetic approach for container loading in logistics industries," IEEE Transactions on Industrial Electronics, vol. 52, no.2, pp. 617-627, Apr 2005.
7. Leo H.W. Yeung and Wallace K.S. Tang, "Strip packing using hybrid genetic approach," Engineering Applications of Artificial Intelligence, vol. 17, no. 2, pp.169-177, Mar 2004.
8. Wallace K.S. Tang, Eric W.M. Wong,  Sammy Chan and K.T. Ko, “Optimal video placement scheme for batching VOD services,” IEEE Transactions on Broadcasting, vol. 50, no. 1, pp. 16-25, Mar 2004. 
9. Leo H.W. Yeung and Wallace K.S. Tang, "A hybrid genetic approach for garment cutting in clothing industry," IEEE Transactions on Industrial Electronics, vol. 50, no.3, pp. 449-455, June 2003.
10. K.S. Tang, K.T. Ko, Sammy Chan and Eric W.M. Wong, “Optimal file placement in VOD system using genetic algorithm,” IEEE Transactions on Industrial Electronics, vol. 48, no. 5, pp. 891-897, Oct 2001. 
11. K.S. Tang, K.F. Man, G. Chen and S. Kwong, “An optimal fuzzy PID controller,” IEEE Transactions on Industrial Electronics, vol. 48, no. 4, pp. 757-765, Aug 2001. 
12. K.S. Tang, K.F. Man and S. Kwong, “Wireless communication network design in IC factory,” IEEE Transactions on Industrial Electronics, vol. 48, no. 2, pp. 452-459, April 2001. 
13. Q.H. He, S. Kwong, K.F. Man and K.S. Tang, “An improved maximum model distance approach for HMM-based speech recognition systems, ” Pattern Recognition, vol 33, pp. 1749-1758, 2000. 
14. W.H. Ip, Y. Li, K.F. Man and K.S. Tang, “Multi-product planning and scheduling using genetic algorithm approach,” Computers & Industrial Engineering, vol. 38, no. 2, pp. 283-296, 2000. 
15. Y. Li, K.F. Man, K.S. Tang, S. Kwong and W.H. Ip, “Genetic algorithm to production planning and scheduling problems for manufacturing systems,” Production Planning & Control, vol. 11, no. 5, pp. 443-458, July 2000. 
16. S. Kwong, D. Lan, K.S. Tang and K.F. Man, “Optimization of spare capacity in self-healing multicast ATM network using genetic algorithm,” IEEE Transactions on Industrial Electronics, vol. 47, no. 6, pp. 1334-1343, Dec 2000. 
17. Q.H. He, S. Kwong, K.F. Man and K.S. Tang, “Improved maximum model distance for HMM training,” Electronic Letters, vol.35, no.10, pp.783-785, May 1999. 
18. S. Kwong, Q.H. He, K.F. Man and K.S. Tang, “Speaker adaptation technique for HMM training,” Electronic Letters, vol.35, no.21, pp.1817-1818, Oct 1999. 
19. K.S. Tang, K.F. Man, Z.F. Liu and S. Kwong, “Minimal fuzzy memberships and rules using hierarchical genetic algorithms,” IEEE Transactions on Industrial Electronics, pp.162-169, vol. 45, no.1, Feb 1998. 
20. S. Kwong, Q.H. He, K.F. Man, K.S. Tang and C.W. Chau, “Parallel genetic-based hybrid pattern matching algorithm for isolated word recognition,” Int. J. Pattern Recognition and Artificial Intelligence, vol.12, no.5, 1998. 
21. S. Kwong, Q.H. He, K.F. Man and K.S. Tang, “A maximum model distance approach for HMM-based speech recognition,” Pattern Recognition, vol.31, pp.219-229, 1998. 
22. K.S. Tang, K.F. Man, S. Kwong and Z.F. Liu, “Design and optimization of IIR filter structure using hierarchical genetic algorithms,” IEEE Transactions on Industrial Electronics, vol.45, no.3, pp.481-487, June 1998. 
23. K.S. Tang, K.T. Ko, K.F. Man and S. Kwong “Topology design and bandwidth allocation of embedded ATM networks using genetic algorithm,” IEEE Communication Letters, vol.2, no.6, pp.171-173, June 1998. 
24. K.S. Tang, K.F. Man, Y.C. Ho and S. Kwong, “A realizable architecture for genetic algorithms parallelism,” Control Engineering Practice, vol.6, no.7, pp.897-903, Sept 1998. 
25. K.T. Ko, K.S. Tang, C.Y. Chan, K.F. Man and S. Kwong, “Using genetic algorithms to design mesh networks,” IEEE Computer, pp.56-61, Aug 1997.
26. K.S. Tang, K.F. Man and D.W. Gu, “Structured genetic algorithms for robust H-infinity control systems design,” IEEE Transactions on Industrial Electronics, vol.43, no.5, pp. 575-582, Oct 1996.
27. K.F. Man, K.S. Tang and S. Kwong, “Genetic algorithms: concepts and applications,” IEEE Transactions on Industrial Electronics, vol.43 no.5, pp.519-534, Oct 1996. 
28. K.S. Tang, K.F. Man, S. Kwong, C.Y. Chan, and C.Y. Chu, “Application of genetic algorithm to real-time active noise control,” Journal of Real-time Systems, vol.13, no.3, pp.289-302, Nov 1996.
29. K.S. Tang, K.F. Man, S. Kwong, Q.H. He, “Genetic algorithms and their applications,” IEEE Signal Processing Magazine, vol.13, no.6, pp.22-37, Nov 1996. 

 

Last updated 7-Nov-2008