Institute of High Performance Computing

navigation

People: Vibrant & Dynamic Culture

People

----

Computing Science (CS)

Dr. YIN Xiao Feng

Dr. YIN Xiao Feng


Research Interests:

  • Supply chain & logistics optimization
  • Manufacturing planning and scheduling
  • Knowledge discovery; data mining

Qualifications:

  • PhD,†Nanyang Technological University, Singapore, 2011
  • M.Eng,†Nanyang Technological University, Singapore, 2000
  • M.Eng,†Nanjing University of Science and Technology, China, 1997
  • B.Eng,†Nanjing University of Science and Technology, China, 1994

Published Journals/ Articles:

Journals

    • Chen, C-H,† Khoo, L. P., Chong, Y. T, Yin, X. F. 2014, "Knowledge Discovery Using Genetic Algorithm for Maritime Situational Awareness",† Expert systems with applications, Volume 41, Issue 6, May 2014, Pages 2742–2753
    • Yin, X. F., Khoo, L. P., Chong, Y. T., 2013, “A Fuzzy c-Means Based Hybrid Evolutionary Approach to the Clustering of Supply Chain”, Computers & Industrial Engineering, 66/4 (2013), pp. 768-780.
    • Yin, X. F., Khoo, L. P. and Chen, C.-H., 2011, A distributed agent system for port planning and scheduling, Advanced Engineering Informatics, 25(3), pp 403-412.
    • Yin, X. F. and Khoo, L. P., 2011, An exact schema theorem for adaptive genetic algorithm and its application to machine cell formation, Expert Systems with Applications, 38(7), pp 8538–8552.
    • Yin, X. F. and Khoo, L. P., 2007, Multiple population search strategy for routing selection and sequence optimization of a supply chain, International Journal of Computer Integrated Manufacturing, 20(1), pp 39-56.
    • Yin, X. F. and Khoo, L. P., 2007, A hierarchical model for e-supply chain coordination and optimisation, Journal of Manufacturing Technology Management, 18(1), pp 7-24.
    • Yin, X. F., Chua, T. J. and Chong, C. S., 2004, A rule-based heuristic finite capacity scheduling system for semiconductor backend assembly, International Journal of Computer Integrated Manufacturing. 17(8), pp 733 – 749.
    • Khoo, L. P. and Yin, X. F., 2003, An extended graph-based virtual clustering-enhanced approach to supply chain optimization, International Journal of Advanced Manufacturing Technology, 22(11), pp 836 - 847.
    • Khoo, L. P., Lee, S. G. and Yin, X. F., 2003, Multiple-objective optimisation of machine cell layout using genetic algorithms, International Journal of Computer Integrated Manufacturing, 16(2), pp 140-155.
    • Khoo, L. P., Lee, S. G. and Yin, X. F., 2001, Agent-based architecture for scheduling multiple shop floors, International Journal of Production Research, 39(14), pp 3023-3040.
    • Lee, S. G., Khoo, L. P. and Yin, X. F., 2000, Optimising an assembly line through simulation augmented by genetic algorithms, International Journal of Advanced Manufacturing Technology, 16(3), pp 220 – 228.
    • Khoo, L. P., Lee, S. G. and Yin, X. F., 2000, A prototype genetic algorithm-enhanced multi-objective dynamic Scheduler for manufacturing systems, International Journal of Advanced Manufacturing Technology, 16(2), pp 131 – 138.
    • Ouyang, P. R., Gong, G. R., Wang, S. H., Yin, X. F, 1998, Tool management system (TMS) for FMS, Nanjing Li Gong Daxue Xuebao/Journal of Nanjing University of Science and Technology, 22(2), pp 133-136.
    • Ouyang, P. R. and Yin, X. F., 1997, Application of computer simulation in fms tool management system, Advanced Manufacturing Technology, Science & Technology Press of China, pp 456 - 461.

Conferences

    • Chua, T. J., Cai, T. X. and Yin X. F., 2007, A heuristic approach for scheduling multi-chip packages for Semiconductor Backend Assembly, 12th IEEE International Conference on Emerging Technologies and Factory Automation, SEP 25-28, 2007 Univ Patras, Patras, GREECE, v1-3, pp 1024-1030.
    • Chua, Tay-Jin, Wang, Feng-Yu, Yin, Xiao-Feng and Cai, Tian-Xiang, 2005, A reconfigurable finite capacity scheduling (fcs) system for discrete manufacturing environment, CIRP 3rd International Conference On Reconfigurable Manufacturing, May 10-12, 2005, Ann Arbor, MI, USA.

Other(s)

    Finite capacity scheduling using job prioritization and machine selection
    United States Patent 7,904,192. March 2011
    Inventors: Chua, Tay Jin; Yin, Xiaofeng; Zhu, Juping; Cai, Tianxiang


This page is last updated at: 05-SEP-2014