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梁韵嘉 副教授
辦公室(OFFICE) : 2511R
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學 歷(Education) |
2001 美國奧本大學工業與系統工程博士 (Ph.D., Department of Industrial & Systems Engineering, Auburn University) 1999 美國匹茲堡大學工業工程碩士 (M.S., Department of Industrial Engineering, University of Pittsburgh) 1996 美國卡內基美隆大學機械工程碩士 (M.S., Department of Mechanical Engineering, Carnegie Mellon University) 1992 大同工學院機械工程學士 (B.S., Department of Mechanical Engineering, Tatung Institute of Technology) |
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經 歷 (Work Experience) |
2005-Present 工業工程學刊編輯委員 (Editor, Journal of the Chinese Institute of Industrial Engineers) 2006.8-Present 元智大學工業工程與管理系副教授 (Associate Professor, Department of Industrial Engineering & Management, Yuan Ze University) 2002-2006.7 元智大學工業工程與管理系助理教授 (Assistant Professor, Department of Industrial Engineering & Management, Yuan Ze University) 1999-2001 美國奧本大學工業與系統工程系教學及研究助理 (T.A. & R.A., Department of Industrial & Systems Engineering, Auburn University) 1997-1999 美國匹茲堡大學工業工程系教學及研究助理 (T.A. & R.A., Department of Industrial Engineering, University of Pittsburgh) 1994-1995 大同工學院機械工程系助教 (Teaching Assistant, Department of Mechanical Engineering, Tatung Institute of Technology) |
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研 究 興 趣(Research Interest) |
組合最佳化(Combinatorial Optimization)、萬用啟發式演算法 (Meta-Heuristic)、類神經網路應用 (Neural Network)、生產排程(Production Scheduling)、可靠度分析(Reliability Analysis) |
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教 授 課 程 (Lectures) |
IE 109 微積分 I ( Calculus I ) IE 110 微積分 II ( Calculus II ) IE 114 工程圖學 ( Engineering Graphics ) IE 422 科技報告演練 ( Technical Writing and Oral Presentation ) IE 507 數學規劃 I ( Mathematical Programming I ) IE 585 類神經網路 ( Neural Networks ) IE 607 啟發式最佳化 ( Heuristic Optimization ) |
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著作暨研究計劃-Publications & Projects |
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A. 期刊論文 (Journal Papers) 1. M. Fatih Tasgetiren, Quan-Ke Pan, and Yun-Chia Liang, “A Discrete Differential Evolution Algorithm for the Single Machine Total Weighted Tardiness Problem with Sequence Dependent Setup Times,” (accepted to Computers and Operations Research, June 2008) (SCI, EI, 2006 impact factor: 0.893) 2. Alice E. Smith, David W. Coit, and Yun-Chia Liang, “Neural Network Models to Anticipate Failures of Airport Ground Transportation Vehicles,” (conditionally accepted to IEEE Transactions on Automation Science and Engineering, May 2008). (SCI, EI, 2006 impact factor: 0.929) 3. Quan-Ke Pan, M. Fatih Tasgetiren, and Yun-Chia Liang, “A Discrete Differential Evolution Algorithm for Permutation Flowshop Scheduling Problem,” (accepted to Computers and Industrial Engineering, March 2008) (SCI, EI, 2006 impact factor: 0.650) 4. Quak-Ke Pan, M. Fatih Tasgetiren, and Yun-Chia Liang, “A Discrete Particle Swarm Optimization Algorithm for the No-Wait Flowshop Scheduling Problem,” Computers and Operations Research, vol. 35, no. 9, September 2008, pp. 2807-2839. (SCI, EI, 2006 impact factor: 0.893) 5. Yun-Chia Liang, Min-Hua Lo, and Yi-Ching Chen, “Variable Neighborhood Search for Redundancy Allocation Problems,” IMA Journal of Management Mathematics, vol.18, no. 2, 2007, pp. 135-155. (EI) (NSC 95-2221-E-155-046) 6. M. Fatih Tasgetiren, Yun-Chia Liang, Mehmet Sevkli, and Gunes Gencyilmaz, “Particle Swarm Optimization Algorithm for Makespan and Total Flowtime Minimization in Permutation Flowshop Sequencing Problem,” European Journal of Operational Research, vol. 177, no. 3, 2007, pp. 1930-1947. (SCI, EI, 2006 impact factor: 0.918) 7. Yun-Chia Liang and Yi-Ching Chen, “Redundancy Allocation of Series-Parallel Systems Using a Variable Neighborhood Search Algorithm,” Reliability Engineering and System Safety, vol. 92, no. 3, 2007, pp. 323-331. (SCI, EI, 2006 impact factor: 0.920) 8. M. Fatih Tasgetiren, Yun-Chia Liang, Mehmet Sevkli, and Gunes Gencyilmaz, “Particle Swarm Optimization and Differential Evolution for Single Machine Total Weighted Tardiness Problem,” International Journal of Production Research, vol. 44, no. 22, 2006, pp. 4737-4754. (SCI, EI, 2006 impact factor: 0.799) 9. Yun-Chia Liang, Angela H.L. Chen, and Chiuh-Cheng Chyu, “Application of a Hybrid Ant Colony Optimization for the Multilevel Thresholding in Image Processing,” Lecture Notes in Computer Science, vol. 4233, Springer-Verlag, 2006, pp. 1183-1192. (SCI-expanded, 2004 impact factor: 0.513) 10. Yun-Chia Liang and Alice E. Smith, “An Ant Colony Approach to the Orienteering Problem,” Journal of the Chinese Institute of Industrial Engineers, vol. 23, no. 5, 2006, pp. 403-414. (EI, TSSCI) 11. Quan-Ke Pan, M. Fatih Tasgetiren, and Yun-Chia Liang, “Minimizing Total Earliness and Tardiness Penalties with a Common Due Date on a Single-Machine Using a Discrete Particle Swarm Optimization Algorithm,” Lecture Notes in Computer Science, vol. 4150, Springer-Verlag, 2006, pp. 460-467. (SCI-expanded, 2004 impact factor: 0.513) 12. Shu-Kai S. Fan, Yun-Chia Liang, and Erwie Zahara, “A Genetic Algorithm and a Particle Swarm Optimizer hybridized with Nelder-Mead Simplex Search,” Computers & Industrial Engineering, vol. 50, no. 4, 2006, pp. 401-425. (SCI, EI, 2006 impact factor: 0.650) (NSC 93-2213-E-155-009) 13. M. Fatih Tasgetiren, Mehmet Sevkli, Yun-Chia Liang, and M. Mutlu Yenisey, “Particle Swarm Optimization and Differential Evolution Algorithms for Job Shop Scheduling Problem,” International Journal of Operations Research, vol. 3, no. 2, 2006, pp. 120-135. 14. Yun-Chia Liang and Chia-Chuan Wu, “A Variable Neighbourhood Descent Algorithm for the Redundancy Allocation Problem,” Industrial Engineering and Management Systems, vol. 4, no. 1, 2005, pp. 109-116. 15. M. Fatih Tasgetiren, Mehmet Sevkli, Yun-Chia Liang, and Gunes Gencyilmaz, “Particle Swarm Optimization Algorithm for Permutation Flowshop Sequencing Problem,” Lecture Notes in Computer Science, vol. 3172, Springer-Verlag, 2004, pp. 382-390. (SCI-expanded, 2004 impact factor: 0.513) 16. Yun-Chia Liang and Alice E. Smith, “An Ant Colony Optimization Algorithm for the Redundancy Allocation Problem (RAP),” IEEE Transactions on Reliability, vol. 53, no. 3, 2004, pp. 417-423. (SCI, EI, 2006 impact factor: 0.800) 17. Shu-Kai S. Fan, Yun-Chia Liang, and Erwie Zahara, “A Hybrid Simplex Search and Particle Swarm Optimization for the Global Optimization of Multimodal Functions,” Engineering Optimization, vol. 36, no. 4, 2004, pp. 401-418. (SCI, EI, 2006 impact factor: 0.557) 18. M. Fatih Tasgetiren and Yun-Chia Liang, “A Binary Particle Swarm Optimization Algorithm for Lot Sizing Problem,” Journal of Economic and Social Research, vol. 5, no. 2, 2003, pp. 1-20. Under Revision or Reviewing 1. Quan-Ke Pan, M. Fatih Tasgetiren, Yun-Chia Liang and Ponnuthurai Nagaratnam Suganthan, “Meta Heuristics for the Common Due Date Total Earliness and Tardiness Single Machine Scheduling Problem,” (submitted to European Journal of Operational Research, May 2007) (SCI, EI, 2006 impact factor: 0.918) 2. M. Fatih Tasgetiren, Ponnuthurai Nagaratnam Suganthan, Quan-Ke Pan, and Yun-Chia Liang, “An Iterated Greedy Algorithm for the Generalized Traveling Salesman Problem,” (submitted to European Journal of Operational Research, May 2007, under 3rd review) (SCI, EI, 2006 impact factor: 0.918) 3. Yun-Chia Liang, Angela H.L. Chen, and Yueh-Chuan Yin, “A Hybrid Ant Colony System for the Multi-level Thresholding in Image Processing,” (submitted to Pattern Recognition Letters, August 2007, under 2nd review) (SCI, EI, 2006 impact factor: 0.952) 4. Yun-Chia Liang and Min-Hua Lo, “Multi-Objective Redundancy Allocation Optimization Using a Variable Neighborhood Search Algorithm,” (submitted to Journal of Heuristics, November 2007, under 1st revision) (SCI, EI, 2006 impact factor: 0.74) B. 研討會論文 (Conference Proceedings & Presentations) 2008 1. M. Fatih Tasgetiren, Quan-Ke Pan, and Yun-Chia Liang, “A Discrete Differential Evolution Algorithm for Single Machine Total Weighted Tardiness Problem with Sequence Dependent Setup Times,” Proceedings of the 2008 Congress on Evolutionary Computation (CEC’08), June 1-6, 2008, Hong Kong, pp. 2618-2625. 2. Quan-Ke Pan, Ponnuthurai Nagaratnam Suganthan, M. Fatih Tasgetiren, and Yun-Chia Liang, “Upper Bounds on Taillard’s Benchmark Suite for the No-Wait Flowshop Scheduling Problem with Makespan Criterion,” Proceedings of the 2008 Congress on Evolutionary Computation (CEC’08), June 1-6, 2008, Hong Kong, pp. 2960-2966. 2007 3. Yun-Chia Liang and Chia-Yun Tien, “ A Variable Neighborhood Search Algorithm for Bi-Objective Parallel Machine Scheduling Problem,” Proceedings of the 8th Asia Pacific Industrial Engineering & Management System and 2007 Chinese Institute of Industrial Engineers Conference (APIEMS & CIIE Conference 2007), December 9-12, 2007, Kaohsiung, paper ID 836. 4. Yun-Chia Liang and Min-Hua Lo, “Solving Multi-Objective Redundancy Allocation Problem Using Randomized Variable Neighborhood Search,” Proceedings of the 8th Asia Pacific Industrial Engineering & Management System and 2007 Chinese Institute of Industrial Engineers Conference (APIEMS & CIIE Conference 2007), December 9-12, 2007, Kaohsiung, paper ID 837. 5. Yun-Chia Liang, Zu-Hsu Lee, and Yu-Sheng Chen, “Ant Colony Optimization for Single Machine On-Line Due-Date Scheduling Problem,” Proceedings of the 8th Asia Pacific Industrial Engineering & Management System and 2007 Chinese Institute of Industrial Engineers Conference (APIEMS & CIIE Conference 2007), December 9-12, 2007, Kaohsiung, paper ID 840. 6. 梁韵嘉、方楠、廖緹瑄，“運用資料包絡分析法探討TFT-LCD供應商績效評估”， 第四屆台灣作業研究學會學術研討會暨2007年作業研究理論與實務學術研討會論文集，中華民國九十六年十月二十六日，花蓮縣，東華大學，論文編號：5073395336。 7. 梁韵嘉、羅敏華、劉宜婷、張閎翔，“應用蟻群最佳化演算法於團隊越野競賽問題之研究”， 第四屆台灣作業研究學會學術研討會暨2007年作業研究理論與實務學術研討會論文集，中華民國九十六年十月二十六日，花蓮縣，東華大學，論文編號：6700942488。 8. 梁韵嘉、羅敏華、簡士超、康添啟，“變動鄰域搜尋法求解越野賽跑問題”， 第四屆台灣作業研究學會學術研討會暨2007年作業研究理論與實務學術研討會論文集，中華民國九十六年十月二十六日，花蓮縣，東華大學，論文編號：7206056092。 9. M. Fatih Tasgetiren, Ponnuthurai Nagaratnam Suganthan, Quan-Ke Pan, and Yun-Chia Liang, “A Genetic Algorithm for the Generalized Traveling Salesman Problem,” Proceedings of the 2007 Congress on Evolutionary Computation (CEC’07), September 25-28, 2007, Singapore, pp. 2382-2389. 10. Quan-Ke Pan, M. Fatih Tasgetiren, and Yun-Chia Liang, “A Discrete Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem,” Proceedings of the Genetic and Evolutionary Computation Conference 2007 (GECCO’07), July 7-11, 2007, London, England, UK, pp. 126-133. 11. M. Fatih Tasgetiren, Quan-Ke Pan, Ponnuthurai Nagaratnam Suganthan and Yun-Chia Liang, “A Discrete Differential Evolution Algorithm for the No-Wait Flowshop Scheduling Problem with Total Flowtime Criterion,” Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Scheduling (CI-Sched 2007), April 1-5, 2007, Honolulu, Hawaii, pp. 251-258. 12. M. Fatih Tasgetiren, Quan-Ke Pan, Yun-Chia Liang and Ponnuthurai Nagaratnam Suganthan, “A Discrete Differential Evolution Algorithm for the Total Earliness and Tardiness Penalties with a Common Due Date on a Single-Machine,” Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Scheduling (CI-Sched 2007), April 1-5, 2007, Honolulu, Hawaii, pp. 271-278. 13. Nan Fang, Yun-Chia Liang, and Shinn Sun, “A New Development Model: SBM-Additive Context-Dependent Data Envelopment Analysis,” Proceedings of the International MultiConference of Engineers and Computer Scientists 2007 - 2007 IAENG International Conference on Operations Research (IMECS2007-ICOR), March 21-23, 2007, Hong Kong, pp. 2279-2284. 14. Yun-Chia Liang, Yueh-Chuan Yin, and Angela H.L. Chen, “Multilevel Thresholding Using Ant Colony Optimization,” Proceedings of the International MultiConference of Engineers and Computer Scientists 2007 - the 2007 IAENG International Conference on Imaging Engineering (IMECS2007-ICIE), March 21-23, 2007, Hong Kong, pp. 1848-1853. 2006 15. 梁韵嘉、田佳芸、陳煜昇，“變動鄰域搜尋法於雙目標平行機台排程問題之研究”，中國工業工程學會九十五學年度年會暨學術研討會論文集，中華民國九十五年十二月二十三日，台中縣，東海大學，CIIE-448。 16. Quan-Ke Pan, M. Fatih Tasgetiren, and Yun-Chia Liang, “A Discrete Particle Swarm Optimization Algorithm for the Permutation Flowshop Sequencing Problem with Makespan Criterion,” Research and Development in Intelligent Systems XXIII: Proceedings of AI-2006, the Twenty-sixth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, December 11-13, 2006, Cambridge, UK, pp. 19-31. 17. Yun-Chia Liang and Yu-Ming Hsiao, “A Multiple Ant Colony Optimization Algorithm for a Bi-Objective Parallel Machine Scheduling Problem in Taiwan PCB Industries,” 第三屆台灣作業研究學會學術研討會暨2006年作業研究理論與實務學術研討會論文集，中華民國九十五年十一月十八日，桃園縣，元智大學，ORSTW074。 (NSC 94-2213-E-155-008) 18. Yun-Chia Liang and Min-Hua Lo, “Maximize System Reliability of Redundancy Allocation Problems Using a Variable Neighborhood Algorithm,” Proceedings of the 11th Annual International Conference on Industrial Engineering - Theory, Applications and Practice (IJIE2006), October 24-27, 2006, Nagoya, Japan, pp. 1362-1367. (NSC 95-2221-E-155-046) 19. Quan-Ke Pan, M. Fatih Tasgetiren, and Yun-Chia Liang, “A Discrete Particle Swarm Optimization Algorithm for Single Machine Total Earliness and Tardiness Problem with a Common Due Date,” Proceedings of the 2006 Congress on Evolutionary Computation (CEC’06), July 16-21, 2006, Vancouver, Canada, pp. 3281-3288. 20. Yun-Chia Liang, Alice E. Smith, and Chi-Ru Hung, “Ant Colony Optimization for Bi-Objective Single Machine Scheduling,” Proceedings of the 36th International Conference on Computers and Industrial Engineering (CIE2006), June 21-23, 2006, Taipei, Taiwan, pp. 2816-2827. (NSC 94-2213-E-155-008) 21. 梁韵嘉、蕭裕民，“蟻群最佳化演算法於多目標平行機台排程問題之研究”，第二屆管理知識與技術提升學術研討會論文集，中華民國九十五年五月二十七日，台北縣，華梵大學，第1-12頁（PM06）。 22. 梁韵嘉、蕭裕民，“完全相同平行機台排程問題派工法則之探討”， 2006前瞻經營管理學術與實務研討會論文集，中華民國九十五年五月十二日，台中縣，亞洲大學管理學院，第1620-1629頁。(Invited to submit for Asian Journal of Management and Humanity Sciences) 2005 23. 梁韵嘉、楊政霖、魏世旻，“利用類神經網路於印刷電路板銷售量預測之研究”， 中國工業工程學會九十四學年度年會暨學術研討會論文集，中華民國九十四年十二月十七日，新竹縣，中華大學，CIIE-473。 24. Quan-Ke Pan, M. Fatih Tasgetiren, and Yun-Chia Liang, “A Discrete Particle Swarm Optimization Algorithm for the No-Wait Flowshop Scheduling Problem with Makespan Criterion,” Proceedings of the 24th Annual Workshop of the UK Planning and Scheduling Special Interest Group (PlanSIG 2005), December 15-16, 2005, City University, London, UK, pp. 34-43. 25. Yun-Chia Liang and Jou-Chun Chen, “Parallel Machine Makespan Minimization Using Ant Colony Optimization,” Proceedings of the 1st International Conference on Operations and Supply Chain Management (OSCM 2005), December 15-17, 2005, Bali, Indonesia, pp. J1-J7. (NSC 93-2213-E-155-021) 26. Yun-Chia Liang and Yi-Ching Chen, “Variable Neighbourhood Search for Redundancy Allocation Problem with System Cost Minimization Objective,” Proceedings of the 3rd Asian Network for Quality (ANQ) Congress & the 19th Asia Quality Symposium (AQS), September 20-23, 2005, Taipei, Taiwan, pp. 393-399. 27. Yun-Chia Liang and Yi-Ching Chen, “Redundancy Allocation of Series-Parallel Systems Using a Variable Neighbourhood Search Algorithm,” Proceedings of the 4th International Conference on Quality and Reliability (ICQR2005), August 9-11, 2005, Beijing, China, pp. 595-604. (Invited to submit for the special issue of Reliability Engineering and System Safety) 28. M. Fatih Tasgetiren, Yun-Chia Liang, Gunes Gencyilmaz, and Ipek Eker, “Particle Swarm Optimization and Differential Evolution Algorithms for Continuous Optimization Problems,” Proceedings of the 35th International Conference on Computers and Industrial Engineering, June 19-22, 2005, Istanbul, Turkey, pp. 1869-1874. 29. M. Fatih Tasgetiren, Mehmet Sevkli, Yun-Chia Liang, and Gunes Gencyilmaz, “A Particle Swarm Optimization Algorithm for the Quadratic Assignment Problem,” Proceedings of the 35th International Conference on Computers and Industrial Engineering, June 19-22, 2005, Istanbul, Turkey, pp. 1875-1880. 30. 梁韵嘉、洪琦茹，“單機排程問題派工法則之探討”，2005產業管理創新研討會論文集，中華民國九十四年五月二十日，台中縣，修平技術學院，第869-875頁。 2004 31. 梁韵嘉、吳承宗，“應用模擬方法於印刷電路板生產排程影響因素之研究”，中國工業工程學會九十三學年度年會暨學術研討會論文集，中華民國九十三年十二月十八日，台南市，成功大學，CIIE200400318。(NSC 92-2213-E-155-059) 32. Yun-Chia Liang, Shu-Kai S. Fan, and Chia-Chuan Wu, “A Variable Neighborhood Descent Heuristic for Redundancy Allocation Problems,” Proceedings of the 5th Asia-Pacific Industrial Engineering and Management Systems Conference 2004 (APIEMS 2004), December 12-15, 2004, Gold Coast, Australia, pp. 27.4.1-27.4.11. (Invited to submit for Industrial Engineering and Management Systems) 33. Yun-Chia Liang, Angela H.L. Chen, Wen-Ching Kao, and Chiuh-Cheng Chyu, “An Ant Colony Approach to Resource-Constrained Project Scheduling Problems,” Proceedings of the 5th Asia-Pacific Industrial Engineering and Management Systems Conference 2004 (APIEMS 2004), December 12-15, 2004, Gold Coast, Australia, pp. 31.5.1-31.5.10. 34. M. Fatih Tasgetiren, Yun-Chia Liang, Mehmet Sevkli, and Gunes Gencyilmaz, “Particle Swarm Optimization Algorithm for Makespan and Maximum Lateness Minimization in Permutation Flowshop Sequencing Problem,” Proceedings of the 4th International Symposium on Intelligent Manufacturing Systems (IMS 2004), September 6-8, 2004, Sakarya, Turkey, pp. 431-441. (Invited to submit for the special issue of Journal of Intelligent Manufacturing) 35. M. Fatih Tasgetiren, Yun-Chia Liang, Mehmet Sevkli, and Gunes Gencyilmaz, “Differential Evolution Algorithm for Permutation Flowshop Sequencing Problem with Makespan Criterion,” Proceedings of the 4th International Symposium on Intelligent Manufacturing Systems (IMS 2004), September 6-8, 2004, Sakarya, Turkey, pp. 442-452. (Invited to submit for the special issue of International Journal of Production Research) 36. M. Fatih Tasgetiren, Mehmet Sevkli, Yun-Chia Liang, and Gunes Gencyilmaz, “Particle Swarm Optimization Algorithm for Single Machine Total Weighted Tardiness Problem,” Proceedings of the 2004 Congress on Evolutionary Computation (CEC’04), June 20-23, 2004, Portland, Oregon, pp. 1412-1419. 37. 陳香伶、梁韵嘉、劉永裕、林昆霖，“餐飲服務作業系統的模擬與分析:以麥當勞速食連鎖企業為例”，2004管理思潮理論暨實務研討會論文集，中華民國九十三年四月八日，中壢市，南亞技術學院，第87-108頁。 2003 and before 38. 羅敏華、梁韵嘉，“蟻群最佳化演算法於載重與距離限制之車輛途程問題的研究”，中國工業工程協會九十二年度年會暨學術研討會學生專題論文競賽研究所組佳作，中華民國九十二年十二月六日，彰化市，建國技術學院。 39. Yun-Chia Liang, Min-Hua Lo, and Angela H.L. Chen, “An Ant Colony Approach for the Vehicle Routing Problem under Distance and Capacity Constraints,” Proceedings of the 8th Annual International Conference on Industrial Engineering - Theory, Applications and Practice (IJIE2003), November 10-12, 2003, Las Vegas, Nevada, pp. 600-605. 40. 梁韵嘉、高秀梅，“蟻群演算法於硬性時窗車輛途程問題之探討”，第一屆流通與全球運籌論文研討會論文集，中華民國九十二年十月卅一日，台中技術學院，第349-354頁(E11)。 41. Yu-Chen Huang, Zen-Shan Her, and Yun-Chia Liang, “Redundancy Allocation Using Meta-Heuristics,” Proceedings of the 4th Asia-Pacific Conference on Industrial Engineering and Management System (APIEMS 2002), December 18-20, 2002, Taipei, pp. 1758-1761. 42. Yun-Chia Liang, Sadan Kulturel-Konak, and Alice E. Smith, “Meta Heuristics for the Orienteering Problem,” Proceedings of the 2002 Congress on Evolutionary Computation (CEC'02), May 12-17, 2002, Honolulu, Hawaii, pp. 384-389. 43. Yun-Chia Liang and Alice E. Smith, “Ant Colony Optimization for Constrained Combinatorial Problems,” Proceedings of the 5th Annual International Conference on Industrial Engineering - Theory, Applications and Practice, Hsinchu, Taiwan, 2000, ID 296. (won the best student paper award) 44. Yun-Chia Liang and Alice E. Smith, “Ant Systems and Redundancy Allocation,” Proceedings of the 9th Annual Industrial Engineering Research Conference (IERC'00), May 21-23, 2000, Cleveland, Ohio. 45. Yun-Chia Liang and Alice E. Smith, “An Ant System Approach to Redundancy Allocation Problem,” INFORMS Fall 1999 Meeting, Philadelphia, PA. 46. Yun-Chia Liang and Alice E. Smith, “An Ant System Approach to Redundancy Allocation,” Proceedings of the 1999 Congress on Evolutionary Computation, Washington D.C., IEEE, pp. 1478-1484. C. 專書及專書論文 (Books & Others) 1. M. Fatih Tasgetiren, Yun-Chia Liang, Quan-Ke Pan, and Ponnuthurai Nagaratnam Suganthan, “A Modified Discrete Particle Swarm Optimization Algorithm for the Generalized Traveling Salesman Problem,” (submitted to Travelling Salesman Problem, ARS Publishing, April 2008, ISBN 978-3-902613-31-8) 2. Yun-Chia Liang and Alice E. Smith, “The Ant Colony Paradigm for Reliability Systems Design,” In G. Levitin (ed.) Computational Intelligence in Reliability Engineering, Springer Series: Studies in Computational Intelligence, vol. 40, 2007, pp. 1 – 20. 3. Yun-Chia Liang, “Ant Colony Optimization Approach to Combinatorial Problems,” Ph.D. Dissertation, Department of Industrial and Systems Engineering, Auburn University, December 2001. D. 技術報告 (Technical Reports) 1. Alice E. Smith, David W. Coit, and Yun-Chia Liang, “A Neural Network Approach to Condition Based Maintenance: Case Study of Airport Ground Transportation Vehicles,” Rutgers University IE Working Paper 03-117, 2003. E. 研究計畫 (NSC Projects & Others) 1. 胎心音監視器數據之曲線配適最佳化(NSC97-2815-C-155-010-E)(97/7-98/2) (主持人)(大專生專題研究計劃，指導學生：李雅婷，黃悅箏，于小軒) 2. 應用蟻群最佳化演算法於多階影像分割之研究(NSC96-2221-E-155-037)(96/8-97/7) (主持人) 3. 應用蟻群最佳化演算法於團隊越野競賽問題之研究(NSC96-2815-C-155-008-E)(96/7-97/2) (主持人)(大專生專題研究計劃，指導學生：劉宜婷，張閎翔) 4. 變動鄰域搜尋法應用於複置配置問題之研究 (NSC 95-2221-E-155-046)(95/8-96/7) (主持人) 5. 印刷電路板生產排程決策系統之開發 – 總計畫(3/3) (NSC 94-2213-E-155-002)(94/8-95/7) (共同主持人) 6. 印刷電路板生產規劃決策支援系統之開發 – 子計畫六 : 印刷電路板生產排程決策系統之開發(3/3) (NSC 94-2213-E-155-008)(94/8-95/7) (主持人) 7. 印刷電路板生產排程決策系統之開發 – 總計畫(2/3) (NSC 93-2213-E-155-015)(93/8-94/7) (共同主持人) 8. 印刷電路板生產規劃決策支援系統之開發 – 子計畫六 : 印刷電路板生產排程決策系統之開發(2/3) (NSC 93-2213-E-155-021)(93/8-94/7) (主持人) 9. 印刷電路板生產排程決策系統之開發 – 總計畫(1/3) (NSC 92-2213-E-155-053) (92/8-93/7) (共同主持人) 10. 印刷電路板生產規劃決策支援系統之開發 – 子計畫六 : 印刷電路板生產排程決策系統之開發(1/3) (NSC 92-2213-E-155-059)(92/8-93/7) (主持人) 11. 教育部顧問室「製商整合科技人才培育先導型計畫」: 電子化供應鏈暨ERP產學合作教育計劃-以TFT-LCD產業為例(95/1-95/12) (共同主持人) 12. 教育部顧問室「製商整合科技人才培育先導型計畫」: 電子化供應鏈暨ERP產學合作教育計劃-以TFT-LCD產業為例(94/1-94/12) (共同主持人) 13. 教育部顧問室「製商整合科技教育改進」計畫 : 電子化供應鏈產學合作教育計劃-以印刷電路板業為例(93/1-93/12) (共同主持人暨聯絡人) 14. 教育部顧問室「製商整合科技教育改進」計畫 : 電子化供應鏈產學合作教育計劃-以印刷電路板業為例(92/3-92/12) (共同主持人) 15. 建教合作計畫：利用科學方法預測國內水泥需求量之研究-亞洲水泥(96/3-96/11) (主持人) 16. 遠東集團與元智大學「產學合作先期企業研發專題計畫」：利用類神經網路預測國內水泥需求量之研究-亞洲水泥(95/9-96/2) (主持人) F. Reviewer of Journals and Conferences 1. Applied Soft Computing 2. Asia Pacific Journal of Operational Research (APJOR) 3. Computers & Industrial Engineering (C&IE) 4. Computers & Operations Research (C&OR) 5. European Journal of Operational Research (EJOR) 6. Engineering Optimization 7. IEEE Transactions on Evolutionary Computation 8. IEEE Transactions on Industrial Informatics 9. IEEE Transactions on Knowledge and Data Engineering 10. IEEE Transactions on Reliability 11. IEEE Transactions on Systems, Man and Cybernetics – Part B 12. IEEE Transactions on Systems, Man and Cybernetics – Part C 13. IIE Transactions 14. Information Sciences 15. International Journal of Automation and Control (IJAAC) 16. International Journal of Computational Methods (IJCM) 17. International Journal of Production Research (IJPR) 18. International Journal of Operations Research (IJOR) 19. International Journal of Smart Home 20. Iranian Journal of Electrical and Computer Engineering (IJECE) 21. Journal of Artificial Evolution and Applications 22. Journal of e-Business (JEB) 23. Journal of Hydro-environment Research (JHER) 24. Journal of Management & Systems 25. Journal of Quality 26. Journal of the Chinese Institute of Industrial Engineers (JCIIE) 27. Journal of Zhejiang University SCIENCE (JZUS) 28. 中原企管評論 29. Congress on Evolutionary Computation (2000, 2004, 2005, 2006, 2007, 2008) 30. The 5th Asia-Pacific Industrial Engineering and Management Systems Conference 2004 (APIEMS 2004) 31. The 1st International Conference on Operations and Supply Chain Management (OSCM 2005) 32. The 36th International Conference on Computers and Industrial Engineering (ICCIE 2006) 33. The 9th International IEEE Conference on Intelligent Transportation Systems (ITSC2006) 34. The 2nd International Conference on Natural Computation (ICNC'06) 35. The 6th International Conference Intelligent Systems Design and Applications (ISDA2006) 36. The 7th International Conference Intelligent Systems Design and Applications (ISDA2007) 37. The 8th International Conference Intelligent Systems Design and Applications (ISDA2008) 38. 2007 International Conference on Intelligent Computing (ICIC 2007) 39. 2008 International Conference on Intelligent Computing (ICIC 2008) |