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吳 侃 教授 (Kan Wu) / 經營分析研究中心主任 (工商系合聘教師)

職稱： 教授

現職： Director of Business Analytics Research Center

信箱： kan@mail.cgu.edu.tw

電話： 03-2118800 # 5412

學歷： Ph.D. in Industrial and Systems Engineering with a Minor in Management from Georgia Institute of Technology

專長領域： Industry 4.0、Manufacturing system、Queueing theory、Supply chain management

個人網頁： https://pure.lib.cgu.edu.tw/zh/persons/kan-wu-2

Education

  • Georgia Institute of Technology
    Ph.D in Industrial and Systems Engineering
    Minor: Management
    Thesis: New Results in Factory Physics
  • University of California at Berkeley
    Master of Science in Industrial Engineering and Operations Research
    Master of Engineering in Nuclear Engineering
  • National Tsing Hua University
    B.Eng. in Nuclear Engineering
    Minor: Electrical Engineering

Journal Publication

  1. Ning, G., M. M. Zheng*, T. Xia, E. Pan, K. Wu, A Deep Reinforcement Learning Method based on Scale Perception and Heterogeneous Graph Neural Network for Flexible Job Shop Scheduling, 74, 104725.
  2. Zheng, M. M., Z Xu, E. Huang, T. Xia, K. Wu*, 2025, Joint Optimization of Order Sequencing and Temporary Rack Shelving for Separated Bin-Picking Systems, IEEE Transactions on Automation Science and Engineering, 22, 21728 - 21747 (NSTC 113-2622-E-182-005)
  3. Yuan M., N. Zhao, K. Wu, and L. Cheng, 2025, Order picking efficiency: a scattered storage and clustered allocation strategy in automated drug dispensing systems, Expert Systems With Applications, 288, 128264. (NSTC 113-2221-E-182-059)
  4. Yuan M., K. Wu and N. Zhao, 2024, Human-machine cooperation: Optimizing layout design and drug retrieval sequencing in automated drug dispensing systems, Computers & Industrial Engineering, 196, 110436.
  5. Cheng, L., N. Zhao and K. Wu*, 2024, Stochastic Multi-Objective Multi-Trip AMR Routing Problem with Time Windows, Mathematics, 12(15), 2394.
  6. Han, J., C. Chen, R. Lee and K. Wu, 2024, Smart multi-project scheduling and multi-skilled workforce assignment for prafabricated bathroom unit production, Automation in Construction, 166, 105626.
  7. Han, J., C. Chen; R. Lee, K. Wu and D. Chew, 2024, Strategic Workforce Planning for Production of Prefabricated Bathroom Units: An Advanced Markovian Approach, Journal of Construction Engineering and Management,150 (8), 04024097-1-17.
  8. Wu, K., J. Xu and M. M. Zheng, 2024, Industry 4.0: review and proposal for implementing a smart factory, International Journal of Advanced Manufacturing Technology, 133, 1331-1347. (MOST 110-2222-E-182-001-MY2)
  9. Chen, C., T. L. Kong and K. Wu, 2023, Identifying the promising production planning and scheduling method for manufacturing in Industry 4.0: a literature review, Production & Manufacturing Research, 11, 1, 1-24.
  10. Cheng, L., N. Zhao, M. Yuan, and K. Wu, 2023, Stochastic Scheduling of Autonomous Mobile Robots at Hospitals, PLOS ONE, 1-24.
  11. Cheng, L., N. Zhao, K. Wu and Z. Chen, 2023, The Multi-Trip Autonomous Mobile Robot Scheduling Problem with Time Windows in a Stochastic Environment at Smart Hospitals, Applied Sciences, 13(17), 9879.
  12. Yuan, M., N. Zhao, K. Wu and Z. Chen, 2023, The Storage Location Assignment Problem of Automated Drug Dispensing Machines, Computers & Industrial Engineering, 184, 109578.
  13. Wang, Q., M. M. Zheng, C. Sun, K. Wu and E. Pan, 2023, Optimal Sourcing Decisions Considering Quantity Constraints under Rank-Dependent Utility Theory, Computers & Industrial Engineering, 178, 109130.
  14. Xu, J., L. W. Liu and K. Wu*, 2023, Analysis of a retrial queueing system with priority service and modified multiple vacations, Communications in Statistics - Theory and Methods, 52(17), 6207-6231. (MOST 110-2222-E-182-001-MY2)
  15. Zheng, M. M., X. Q. Shi, E. S. Pan and K. Wu*, 2022, Supply Chain Analysis for Standard and Customized Products with Postponement, Computers & Industrial Engineering, 164, 107860. (MOST 110-2222-E-182-001-MY2)
  16. Chen, C. Y., M. Fathi, M. Khakifirooz and K. Wu*, 2022, Hybrid Tabu Search Algorithm for Unrelated Parallel Machine Scheduling in Semiconductor Fabs with Setup Times, Job Release and Expired Times, Computers & Industrial Engineering, 165, 107915. (MOST 110-2622-8-182-002)
  17. Wu, K., E. Huang, M. C. Wang and M. M. Zheng, 2022, Job Scheduling of Diffusion Furnaces in Semiconductor Fabrication Facilities, European Journal of Operational Research, 301(1), 141-152. (MOST 110-2222-E-182-001-MY2)
  18. Zheng, M. M., H. Zhou, P. Jian, E. S. Pan, S. T. Zhao and K. Wu*, 2021, Supplier Selection Problem for Multiple Projects with Uncertain Demand and Project Life Cycles, Computers & Operations Research, 132, 105312. (MOST 110-2222-E-182-001-MY2)
  19. Zheng, M. M., N. Du, Z. Hui, E. Huang and K. Wu*, 2021, A Study on the Optimal Inventory Allocation for Clinical Trial Supply Chains, Applied Mathematical Modelling, 98, 161-184.
  20. Wu, K. and Y. Shen, 2021, Pathwise Stability of Multiclass Queueing Networks, Discrete Event Dynamic Systems, 31(1), 5-23.
  21. Wu, K. and Y. Shen, 2020, A Unified View on Planning, Scheduling and Dispatching for a Factory, Advanced Engineering Informatics, 46, 101188.
  22. Wu, K., Y. Shen and M. M. Zheng, 2020, A Generalization of the Theory of Constraints: Choosing the Optimal Improvement Option with Consideration of Variability and Costs, IISE Transactions, 52(3), 256-287.
  23. Zheng, M. M., S. Gavirneni, Y. Shu and K. Wu*, 2019, Reactive Production with Preprocessing Restriction in Supply Chains with Forecast Updates, IISE Transactions, 51(12), 1402-1436.
  24. Khakifirooz, M., M. Fathi and K. Wu, 2019, Development of Smart Semiconductor Manufacturing: Operations Research and Data Science Perspectives, IEEE Access, 7(1), 108419-108430.
  25. Zhao, S. T., K. Wu, X. M. Yuan and M. M. Zheng, 2019, A SCOR-Based Analytical Coordination Model for an Integrated Supply Chain, IJIE, 26(4), 525-554.
  26. Zheng, M. M., K. Wu, C. Sun, and E. Pan, 2019, Optimal Decisions for a Two-Echelon Supply Chain with Capacity and Demand Information, Advanced Engineering Informatics, 39, 248-258.
  27. Zhao, H., E. Huang, R. L. Dou and K. Wu*, 2019, A Multi-Objective Production Planning Problem with the Consideration of Time and Cost in Clinical Trials, Expert Systems with Applications, 124, 25-38.
  28. Wang, M, S. Srivathsan, E. Huang and K. Wu*, 2018, Job Dispatch Control for Production Lines with Overlapped Time Window Constraints, IEEE Transactions on Semiconductor Manufacturing, 31(2), 206-214.
  29. Shen Y. and K. Wu*, 2018, Stability of a GI/G/1 Queue: a Survey. Asia-Pacific Journal of Operational Research, 35(3), 1850015 1-15.
  30. Zhao, H., K. Wu, and E. Huang, 2018, Clinical Trial Supply Chain Design Based on the Pareto-Optimal Tradeoff between Time and Cost, IIE Transactions, 50(6), 512-524.
  31. Wu, K., N. Zhao and Y. Shen, 2018, Analysis and Approximation for the Performance of a Workstation with Various Types of Setups, International Journal of Production Research, 56(7), 2569-2610.
  32. Wu, K., S. Srivathsan and Y. Shen, 2018, Three Moment Approximation for the Mean Queue Time of a G/G/1 Queue, IIE Transactions, 50(2), 63-73.
  33. Wu, K., Y. Shen and N. Zhao, 2017, Analysis of Tandem Queues with Finite Buffer Capacity, IIE Transactions, 49(11), 1001-1013.
  34. Zhou, Y., K. Wu, Z. Meng and M. Tian, 2017, Fault detection of aircraft based on support vector domain description, Computers & Electrical Engineering, 61, 80-94.
  35. Huang, E. and K. Wu*, 2017, Job Scheduling at Cascading Machines, IEEE Transactions on Automation Science and Engineering, 14(4), 1634-1642.
  36. Ng, K. K. H., C. K. M. Lee, S. Z. Zhang, K. Wu and William Ho, 2017, A Multiple Colonies Artificial Bee Colony Algorithm for a Capacitated Vehicle Routing Problem and Re-routing Strategies under Time-Dependent Traffic Congestion, Computers & Industrial Engineering, 109, 151-168.
  37. Zheng, M. M. and K. Wu*, 2017, Smart Spare Parts Management Systems in Semiconductor Manufacturing, Industrial Management & Data Systems, 117(4), 754-763.
  38. Zhou, Y., Y. Wang, X. Chen, L. Zhang, K. Wu*, 2017, A Novel Path Planning Algorithm Based on the Plant Growth Mechanism, Soft Computing, 21(2), 435-445.
  39. Zhang, S, C. K. M. Lee, K. Wu and K. L. Choy, 2016, Multi-objective Optimization for Sustainable Supply Chain Network Design Considering Multiple Distribution Channels, Expert Systems With Applications, 65, 87-99.
  40. Huang, E., P. Mital, M. Goetschalckx and K. Wu, 2016, Optimal Assignment of Airport Baggage Unloading Zones to Outgoing Flights, Transportation Research Part E, 94, 110-122.
  41. Wu, K., Y. Zhou and N. Zhao, 2016, Variability and the Fundamental Properties of a Production Line, Computers & Industrial Engineering, 99, 364-371.
  42. Zhao, S. T., K. Wu and X. M. Yuan, 2016, Optimal Production-inventory Policy for An Integrated Multi-Stage Supply Chain with Time-Varying Demand, European Journal of Operational Research, 255(2), 364-379.
  43. Wu, K., N. Zhao, L. Gao and C. K. M. Lee, 2016, Production Control Policy for Tandem Workstations with Constant Service Times and Queue Time Constraints, International Journal of Production Research, 54(21), 6302-6316.
  44. Zhao, S. T., K. Wu and X. M. Yuan, 2016, Optimal Integer-Ratio Inventory Coordination Policy for an Integrated Multi-Stage Supply Chain, Applied Mathematical Modelling, 40, 3876-3894.
  45. Zheng, M. M., K. Wu and Y. Shu, 2016, Newsvendor Problems with Demand Forecast Updating and Supply Constraints, Computers & Operations Research, 67, 193-206.
  46. Wu, K., N. Zhao, and C. K. M. Lee, 2016, Queue Time Approximation for a Cluster Tool with Job Cascading, IEEE Transactions on Automation Science and Engineering, 13(2), 1200-1206.
  47. Wu, K., and N. Zhao, 2015, Analysis of Dual Tandem Queues with a Finite Buffer Capacity and Non-overlapping Service Times and subject to Breakdowns, IIE Transactions, 47(12), 1329-1341.
  48. Zhao, N., Z. T. Lian and K. Wu*, 2015, Analysis of a MAP/PH/1 Queue with Discretionary Priority Based on Service Stages, APJOR, 32(6), 1550042-1-1550042-22.
  49. Wu, K., and N. Zhao, 2015, Dependency among Single Server Queues in Series and Its Applications in Productivity Improvement, European Journal of Operational Research, 247(1), 245-258.
  50. Kim, G., K. Wu and E. Huang, 2015, Optimal Inventory Control in a Multi-Period Newsvendor Problem with Non-Stationary Demand, Advanced Engineering Informatics, 29 (1), 139-145.
  51. Zheng, M. M., Y. Shu and K. Wu*, 2015, On Optimal Emergency Orders with Updated Demand Forecasts and Limited Supply, International Journal of Production Research, 53 (12), 3692-3719.
  52. Wu, K., 2014, Taxonomy of Batch Queueing Models in Manufacturing Systems, European Journal of Operational Research, 237(1), 129-135.
  53. Wu, K. *, 2014, Classification of Queueing Models for Manufacturing Systems with Interruptions: a Review, International Journal of Production Research, 52(3), 902-917.
  54. Ou Y., Z. Wu, K. M. Lee, and K. Wu, 2013, An Adaptive CUSUM Chart with Single Sample Size for Monitoring Process Mean and Variance, Quality and Reliability Engineering International, 29(7), 1027-1039.
  55. Wu, K., and L. F. McGinnis, 2013, Interpolation Approximations for Queues in Series, IIE Transactions, 45(3), 273-290.
  56. Wu, K., and L. F. McGinnis, 2012, Performance Evaluation for General Queueing Networks in Manufacturing Systems: Characterizing the Trade-Off between Queue Time and Utilization, European Journal of Operational Research, 221(2), 328-339.
  57. Wu, K., L. F. McGinnis, and B. Zwart, 2011, Queueing Models for a Single Machine Subject to Multiple Types of Interruptions, IIE Transactions, 43(10), 753-759.
  58. Wu, K., L. F. McGinnis, and B. Zwart, 2011, Approximating the Performance of a Batch Service Queue Using the M/Mk/1 Model, IEEE Transactions on Automation Science and Engineering, 8, 95-102.
  59. Wu, K. and K. Hui, 2008, The Determination and Indetermination of Service Times in Manufacturing Systems, IEEE Transactions on Semiconductor Manufacturing, 21, 72-82.
  60. Wu, K., 2005. An Examination of Variability and its Basic Properties for a Factory, IEEE Transactions on Semiconductor Manufacturing, 18, 214-221.

Conference Paper

  1. Sun, C., H. Zhou, M. M. Zheng, T. Xia, S. Du, J. Lin and K. Wu, Ordering Problem with Known Capacity in a Smart Factory, IEEE International Conference on Industrial Cyber-Physical Systems 2019.
  2. Zhou, Y. Z. and Kan Wu, Heuristic Approach for the Scheduling of Diffusion Area with Time Window Constraints, IEEE International Conference on Automation Science and Engineering 2017.
  3. Zhou, Y. Z. and Kan Wu, Simulated Annealing Framework with a Greedy Randomized Procedure for Diffusion Scheduling, IEEE/SICE International Symposium on System Integration 2017.
  4. Zhou, Y. Z. and Kan Wu, Heuristic Simulated Annealing Approach for Diffusion Scheduling in a Semiconductor Fab, The 16th IEEE/ACIS International Conference on Computer and Information Science 2017.
  5. Wu, K. and N. Zhao, Mean Queue Time Approximation for a Workstation with Cascading, Winter Simulation conference 2016.
  6. Wu, K., Myths of the Theory of Constraints and the Clarification, International Conference on Computers & Industrial Engineering CIE 46, 2016.
  7. Wu, K., Theory of Constraints: The Myths and Clarification, International Symposium on Semiconductor Manufacturing Intelligence 2016.
  8. Wu, K. and N. Zhao, Dependence among Tandem Queues and the Second Moment Result on the Theory of Constraints, Winter Simulation conference 2015.
  9. Wu, K., N. Zhao, Yijun Xu and Zhang Wu, Approximating the Performance of a Station Subject to Changeover Setups, Winter Simulation conference 2014.
  10. Wu, K., Classifications for Batch Service Queues in Production Systems, IEEE International Conference on Automation Science and Engineering 2014.
  11. Wu, K., and N. Zhao, G/G/1 Models for a Single Machine under Different Types of Interruptions, IEEE International Conference on Industrial Engineering and Engineering Management 2013.
  12. Wu, K., Characterizing the Trade-Off between Queue Time and Utilization of a Manufacturing System, IIE Asian Conference 2013.
  13. Wu, K., and N. Zhao, Interpolation Approximations for the Performance of Two Single Servers in Series, IIE Asian Conference 2013.
  14. Wu, K., and N. Zhao, Analysis for Tandem Queues with Finite Buffer Capacity and Nonoverlapping Service Times subject to Time-Based Preemptive Interruptions, SMMSO 2013.
  15. Wu, K., L. F. McGinnis, and B. Zwart, Interpolation Approximations for the Performance of Two Single Servers in Series, SMMSO 2011.
  16. Wu, K., L. F. McGinnis, and B. Zwart, Queueing Models for Single Machine Manufacturing Systems with Interruptions, Winter Simulation conference 2008. (SCI)
  17. Wu, K., L. F. McGinnis, and B. Zwart, Compatibility of Queueing Theory, Manufacturing Systems and SEMI Standards, IEEE International Conference on Automation Science and Engineering 2007. (SCI)
  18. McGinnis, L. F., E. Huang, and K. Wu, Systems Engineering and Design of High-Tech Factories, Winter Simulation conference 2006. (SCI)
  19. Wu, K. and K. Hui, A Variable Cost-Cycle Time based Theory of Tool Management, ISSM 2002.

Book

  1. Wu, K., 2014, New Results in Factory Physics, Scholars’ Press, ISBN-13: 978-3-639-66279-5, ISBN-10: 3639662792

License Agreement

  1. Wu, K., Wang M. C. Job Scheduling for Furnaces in a Semiconductor Fabs, 6/28/2016 (CA-LIC-16-004)
  2. Wu, K., A Novel Algorithm for Intelligent Decision Making in Production Systems, 11/22/2016 (CA-LIC-16-049)
  3. Wu, K., Production Line Control Through Process-Based Simulation, 11/22/2016 (CA-LIC-16-050)
  4. Wu, K., Cyber-Physical Systems for a Smart Factory, 9/25//2017 (CA-LIC-17-051)
  5. 智慧工廠之產銷決策管理系統, 12/12/2025 (CGU 113001)
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