指導教授
蔡榮發(Jung-Fa Tsai) 教授
研究室：宏裕科技研究大樓11樓1132室
Tel: 02-27712171 ext. 3420
E-mail: jftsai@ntut.edu.tw
經歷(Experiences):
美國史丹佛大學研究訪問 Stanford University, Visiting Scholar, 2007/9~2008/8
德國阿亨工業大學研究訪問 Aachen University, Visiting Scholar, 2006/7~2006/8
National Taipei University of Technology, Associate Professor, 2006/8~2010/1
National Taipei University of Technology, Assistant Professor, 2003/8~2006/7
國際期刊編輯(Editor)：
Mathematical Problems in Engineering (SCI) (2011~2015)
Journal of Applied Mathematics (SCI) (2012~)
研究領域(Research Interests)：
管理與決策(Management and Decision Making)
資訊管理(Information Management)
管理科學(Management Science)
榮譽(Honors)：
Fulbright Scholar 2007~2008
DAAD Scholarship Award (2006)
Marquis Who’sWho in the World (since 2008)
International Biographical Centre: International Scientist of the Year 2008
International Biographical Centre: IBC FOREMOST SCIENTISTS of the WORLD 2008
台北科技大學管理學院傑出研究獎（2006、2009、2012）
指導學生榮獲國科會大專學生專題研究創作獎 （2004)
中國工業工程學會工業工程論文獎（2003）
中華民國斐陶斐榮譽學會榮譽會員（2003）
Scholarship awarded by DAAD (German Academic Exchange Service) （2002）
研究成果(Publications)：
(A) 期刊論文(Referred Papers)
1. Jung-Fa Tsai, Pei-Chun Wang and Wan-Ling Tsai, 2013, Competence Set Expansion for Production Process Planning, NTU Management Review, 23-(2), 263-296. (TSSCI)
2. Jung-Fa Tsai, Pei-Chun Wang and Ming-Hua Lin, 2013, An efficient deterministic optimization approach for rectangular packing problems, Optimization, 62(7), 989-1002. (SCI)
3. Jung-Fa Tsai and Ming-Hua Lin, 2013, An improved framework for solving NLIPs with signomial terms in the objective or constraints to global optimality, Computers and Chemical Engineering, 53, 44-54. (SCI)
4. Ming-Hua Lin and Jung-Fa Tsai, 2012, Range reduction techniques for improving computational efficiency in global optimization of signomial geometric programming problems, European Journal of Operational Research, 216(1), 17-25. (SCI)
5. Jung-Fa Tsai, Pei-Chun Wang and Ming-Hua Lin, 2012, Optimal expansion of competence sets with multilevel skills, Computers & Industrial Engineering, 62(3), 770-776. (SCI)
6. Jung-Fa Tsai, John Gunnar Carlsson, Dongdong Ge, Yi-Chung Hu, and Jianming Shi, 2012, Optimization Theory, Methods, and Applications in Engineering, Mathematical Problems in Engineering, vol. 2012, Article ID 759548, doi:10.1155/2012/759548. (SCI)
7. Nian-Ze Hu, Han-Lin Li and Jung-Fa Tsai, 2012, Solving Packing Problems by a Distributed Global Optimization Algorithm, Mathematical Problems in Engineering, vol. 2012, Article ID 931092, doi:10.1155/2012/931092. (SCI)
8. Ming-Hua Lin, Jung-Fa Tsai and Chian-Son Yu, 2012, A Review of Deterministic Optimization Methods in Engineering and Management, Mathematical Problems in Engineering, vol. 2012, Article ID 756023, doi:10.1155/2012/756023. (SCI)
9. Ming-Hua Lin, Jung-Fa Tsai and Pei-Chun Wang, 2012, Solving Engineering Optimization Problems by a Deterministic Global Approach, Applied Mathematics & Information Sciences, 6(7S), 21S-27S. (SCI)
10. Jung-Fa Tsai and Ming-Hua Lin, 2011, An efficient global approach for posynomial geometric programming problems, INFORMS Journal on Computing, 23(3), 483-492. (SCI)
11. Ming-Hua Lin and Jung-Fa Tsai, 2011, Finding multiple solutions of signomial discrete programming problems with free variables, Optimization and Engineering, 12(3), 425-443. (SCI)
12. Jung-Fa Tsai, 2010, Global Optimization for Signomial Discrete Programming Problems in Engineering Design, Engineering Optimization, 42(9), 833-843. (SCI)
13. Jung-Fa Tsai, Ping-Lun Hsieh and Yao-Huei Huang, 2009, An Optimization Algorithm for Cutting Stock Problems in the Thin-Film Transistor Liquid-Crystal Display Industry, Computers & Industrial Engineering, 57(3), 913-919. (SCI)
14. Ming-Hua Lin, Jung-Fa Tsai and Yinyu Ye, 2009, Budget Allocation in a Competitive Communication Spectrum Economy, EURASIP Journal on Advances in Signal Processing, 2009, Article ID 963717, 1-12, doi:10.1155/2009/963717. (SCI)
15. Jung-Fa Tsai, 2009, Treating free variables in generalized geometric programming problems, Computers and Chemical Engineering, 33(1), 239-243. (SCI)
16. Yi-Chung Hu and Jung-Fa Tsai, 2009, Evaluating classification performances of single-layer perceptron with a Choquet fuzzy integral-based neuron, Expert Systems with Applications, 32(2), 1793-1800. (SCI)
17. Jung-Fa Tsai and Ming-Hua Lin, 2008, Global Optimization of Signomial Mixed-Integer Nonlinear Programming Problems with Free Variables, Journal of Global Optimization, 42 (1), 39-49. (SCI)
18. Han-Lin Li, Jung-Fa Tsai and C. A. Floudas, 2008, Convex Underestimation for Posynomial Functions of Positive Variables, Optimization Letters, 2 (3), 333-340. (SCI)
19. Chian-Son Yu, Jung-Fa Tsai and Han-Lin Li, 2008, Optimize a Supply Chain Schedule under Variable Cost Functions, Journal of Management & Systems, 15(2), 261-286. (TSSCI)
20. Jung-Fa Tsai, Ming-Hua Lin and Yi-Chung Hu, 2008, Finding Multiple Solutions to General Integer Linear Programs, European Journal of Operational Research, 184 (2), 802-809. (SCI)
21. Han-Lin Li and Jung-Fa Tsai, 2008, A Distributed Computation Algorithm for Solving Portfolio Problems with Integer Variables, European Journal of Operational Research, 186(2), 882-891. (SCI)
22. Yi-Chung Hu, Jung-Fa Tsai, 2007. Fusing fuzzy association rule-based classifiers using Sugeno integral with ordered weighted averaging operators. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 15(6), 717-735. (SCI)
23. Jung-Fa Tsai and Ming-Hua Lin, 2007, Finding all solutions of systems of nonlinear equations with free variables, Engineering Optimization, 39(6), 649-659. (SCI)
24. Jung-Fa Tsai, 2007, An optimization approach for supply chain management models with various quantity discount policies, European Journal of Operational Research, 177(2), 982-994. (SCI)
25. Jung-Fa Tsai, Yao-Huei Huang, 2007, The Design of a 2D Stock Cutting Decision Support System, Journal of Management & Systems, 14(4), 671-694. (TSSCI)
26. Jung-Fa Tsai, Ming-Hua Lin and Yi-Chung Hu, 2007, On Generalized Geometric Programming Problems with Non-positive Variables, European Journal of Operational Research, 178(1), 10-19. (SCI)
27. Yi-Chung Hu* and Jung-Fa Tsai, 2006 Backpropagation multi-layer perceptron for incomplete pairwise comparison matrices in analytic hierarchy process, Applied Mathematics and Computation, 180 (1), 53-62. (SCI)
28. Jung-Fa Tsai* and Han-Lin Li, 2006, A Global Optimization Method for Packing Problems, Engineering Optimization, 38 (6), 687-700. (SCI)
29. Jung-Fa Tsai* and Ming-Hua Lin, 2006, An optimization approach for solving signomial discrete programming problems with free variables, Computers and Chemical Engineering, 30, 1256-1263. (SCI)
30. Jung-Fa Tsai* and Wen-Chung Huang, 2005. Integrating Data Envelopment Analysis with Principal Component Analysis for Performance Analysis, International Journal of Operations and Quantitative Management, 11 (4), 1-12.
31. Jung-Fa Tsai*, 2005. Global Optimization for Nonlinear Fractional Programming Problems in Engineering Design, Engineering Optimization, Accepted. (SCI)
32. Han-Lin Li, Jung-Fa Tsai*, 2005. Treating Non-positive Variables in Generalized Geometric Global Optimization Programs, Journal of Global Optimization, Accepted. (SCI)
33. Jung-Fa Tsai*, Han-Lin Li, 2005, On Optimization Approach for Multidisk Vertical Allocation Problems, European Journal of Operational Research, 165, 835-842. (SCI)
34. Han-Lin Li, Jung-Fa Tsai*, Nian-Ze Hu, 2003, A Distributed Global Optimization Method for Packing Problems, Journal of the Operational Research Society, 54 (4), 419-425. (SSCI, SCI)
35. Jung-Fa Tsai, Han-Lin Li* and Nian-Ze Hu, 2002, Global Optimization for Signomial Discrete Programming Problems in Engineering Design, Engineering Optimization, 34 (6), 613-622. (SCI)
36. Han-Lin Li*, Ching-Ter Chang and Jung-Fa Tsai, 2002, Approximately Global Optimization for Assortment Problems Using Piecewise Linearization Techniques, European Journal of Operational Research, 140, 584-589. (SCI)
37. Nian-Ze Hu, Jung-Fa Tsai and Han-Lin Li*, 2002, A Global Optimization Method for Packing Problems, Journal of the Chinese Institute of Industrial Engineers. (EI)
38. Han-Lin Li* and Jung-Fa Tsai, 2001, A Fast Algorithm for Assortment Optimization Problems, Computers & Operations Research, 28, 1245-1252. (SCI)
(B) 專書論文(Book Chapters)
1. Han-Lin Li and Jung-Fa Tsai, 2009, Generalized Geometric Programming: Mixed Continuous and Discrete Free Variables, Encyclopedia of Optimization 2009, Editors-in-Chief Christodoulos A. Floudas and Panos M. Pardalos, 1185-1193.
(C) 學術會議論文(Conference Papers)
1. Jung-Fa Tsai, Pei-Chun Wang, Yu-Ting Ho, and Ming-Hua Lin, 2013, Inventory Management of a Supply Chain with Uncertain Demand, The 8th International Congress on Logistics and SCM Systems, Tokyo, Japan.
2. Ming-Hua Lin and Jung-Fa Tsai, 2013, Optimal Design of a Speed Reducer, International Conference on Mechanical, Automotive and Materials Engineering, Hong Kong.
3. Jung-Fa Tsai, Wei-Chun Kao, and Ming-Hua Lin, 2013, Portfolio Selection Problems with Currency Exchange Rates, International conference on e-CASE & e-Tech, Kitakyushu, Japan.
4. Jung-Fa Tsai, Ying-Fang Sun, and Ming-Hua Lin, 2013, A Study of Two Dimensional Cutting Stock Problems, International conference on e-CASE & e-Tech, Kitakyushu, Japan.
5. Pei-Chun Wang, Jung-Fa Tsai and Ming-Hua Lin, 2012, A Global optimization approach for three dimensional rectangular packing problems, The 25th European Conference on Operational Research, Vilnius, Lithaunia.
6. Tzu-Chi Lin, Jung-Fa Tsai and Ming-Hua Lin, 2012, Green Supply Chain Management Models with Quantity Discounts, International Conference on Business and Information, Sapporo, Japan.
7. Chun-Fu Huang, Jung-Fa Tsai and Ming-Hua Lin, 2012, Performance Evaluation of Taiwan Listed Construction Companies by Data Envelopment Analysis, International Conference on Business and Information, Sapporo, Japan.
8. Yu-Chun Deng, Jung-Fa Tsai and Ming-Hua Lin, 2012, A study of berth planning optimization problems, International Conference on Business and Information, Sapporo, Japan.
9. An-Dy Kuo, Jung-Fa Tsai, Ming-Hua Lin, 2012, A Decision Support System of Currency Arbitrage, International conference on e-CASE & e-Tech, Hong Kong.
10. Min-Feng Lu, Jung-Fa Tsai, Ming-Hua Lin, 2012, A Study on Currency Arbitrage Models, International conference on e-CASE & e-Tech, Hong Kong.
11. Ming-Hua Lin, Jung-Fa Tsai, Pei-Chun Wang, 2011, Solving Engineering Optimization Problems by a Deterministic Global Approach, International Conference on Engineering and Technology Innovation, Kenting, Taiwan.
12. Pei-Chun Wang, Jung-Fa Tsai, 2011, Global Optimization of Mixed-Integer Nonlinear Programming for Engineering Design Problems, International Conference on System Science and Engineering, Macao.
13. Ming-Hua Lin, Jung-Fa Tsai, Chien-Kuo Li, Wei-Min Chen, Chien-Kai Huang, 2011, An Analysis of Online Banking Adopters and Non-Adopters By E-Lifestyle Using Self-Organizing Map, International Conference on Business and Information, Tokyo, Japan.
14. Pei-Chun Wang, Jung-Fa Tsai, Ming-Hua Lin, 2010, Optimal expansion of competence sets with multilevel skills, The 40th International Conference on Computers and Industrial Engineering, Hyogo, Japan.
15. Pei-Chun Wang, Jung-Fa Tsai, Wei-Nung Ma, Chia-Chien Lee, 2010, An efficient global optimization approach for solving MINLP problems, The 40th International Conference on Computers and Industrial Engineering, Hyogo, Japan.
16. Pei-Chun Wang, Jung-Fa Tsai, 2010, A superior piecewise linearization approach for assortment problems, 24th European Conference on Operations Research, Lisbon, Portugal.
17. Wei-Che Hsu, Jung-Fa Tsai, Pei-Chun Wang, 2010, Optimization of container space allocation, International Conference on Business and Information, Kitakyushu, Japan.
18. Wei-Jie Wang, Jung-Fa Tsai, Pei-Chun Wang, 2010, A decision support system of 2D stock cutting problems with multi-size raw materials, International Conference on Business and Information, Kitakyushu, Japan.
19. Jung-Tsai Shih, Jung-Fa Tsai, Ming-Hua Lin, 2010, Supply chain management models with quantity discounts and reverse logistics, International Conference on Business and Information, Kitakyushu, Japan.
20. Chin-Fu Chang, Jung-Fa Tsai, Ming-Hua Lin, 2010, An efficient global approach for portfolio optimization problems, International Conference on Business and Information, Kitakyushu, Japan.
21. Pei-Chun Wang, Jung-Fa Tsai, 2008, Global Optimization Approach for Nonconvex Programming Problems, The 4th Sino-Japanese Optimization Meeting, Tainan, Taiwan.
22. Jung-Fa Tsai, Ming-Hua Lin, Yao Xie, Yinyu Ye, 2008, Analysis of Competitive Economy Equilibrium Solution for Spectrum Management in Weak-Interference Market, The Ninth SIAM Conference on Optimization, Boston, USA.
23. Ming-Hua Lin, Jung-Fa Tsai, Yao Xie, Yinyu Ye, 2008, Comparison of Competitive Economy Equilibrium and Nash Equilibrium Solutions for Spectrum Allocation in Weak-Interference Networks, Sensors 2008: Theory, Algorithms, and Applications, Shalimar, Florida, USA.
24. Jung-Fa Tsai, 2008, Global Optimization for Nonlinear Integer Programming, INFORMS Optimization Society Conference, Atlanta, USA.
25. Yen-Chen Liu, Jung-Fa Tsai, 2007, The design of a hybrid approach global optimization system, International Conference on Business and Information 2007, Tokyo, Japan.
26. Chih-Ho Shao, Jung-Fa Tsai, 2007, Common weight models in DEA, International Conference on Business and Information 2007, Tokyo, Japan.
27. Woan-Ling Tsai, Jung-Fa Tsai, 2006, Score Maximization versus Rank Minimization in DEA, The INFORMS 2006 International Conference, Hong Kong.
28. Sheng-Yuan Chuang, Jung-Fa Tsai, 2006, A Design of Global Optimization System, The INFORMS 2006 International Conference, Hong Kong.
29. Mei-Yu Tsai, Jung-Fa Tsai, 2006, Solving Nonlinear Programming Problems by Piecewise Linearization Techniques, The INFORMS 2006 International Conference, Hong Kong.
30. Ruo-Yiao Ni, Jung-Fa Tsai, 2006, On Cycle Demand Inventory Models with Quantity Discount Policy, The INFORMS 2006 International Conference, Hong Kong.
31. Jung-Fa Tsai, Yau-Chung Hsu, 2005 Dec., A Design of Optimal Human Resources Allocation System, The 6th Asia-Pacific Industrial Engineering and Management Systems Conference (APIEMS 2005), Manila, Philippines.
32. Jung-Fa Tsai, Ping-Lun Hsieh, 2005 Jun., A cutting and manufacturing optimization method for TFT-LCD industry, The 35th International Conference on Computers and Industrial Engineering, Istanbul, Turkey.
33. Jung-Fa Tsai, Yao-Huei Huang, 2005 Jun., A cutting and manufacturing optimization support system, The 35th International Conference on Computers and Industrial Engineering, Istanbul, Turkey.
34. Jung-Fa Tsai, Hsing-Wei Tseng, Yuan-Chang Chang, 2005 Jun., Salespersons evaluation using data envelopment analysis and normalized weight vectors, The 35th International Conference on Computers and Industrial Engineering, Istanbul, Turkey.
35. Jung-Fa Tsai, Hai-Han Li, 2004 Dec., An Improved Algorithm for Training Feedforward Neural Network, 1st International Computer Engineering Conference – New Technologies for the Information Society (ICENCO’2004), Cairo, Egypt
36. Jung-Fa Tsai, Hai-Han Li, 2004 Dec., Genetic Algorithm Applied in Improving Accuracy of Training Neural Network, The Fifth Asia-Pacific Industrial Engineering and Management Systems Conference (APIEMS 2004), Gold Coast, Australia.
37. Jung-Fa Tsai, Yuan-Chang Chang, 2004 Dec., Ranking DMUs with cluster analysis and DEA, The Fifth Asia-Pacific Industrial Engineering and Management Systems Conference (APIEMS 2004), Gold Coast, Australia.
38. Jung-Fa Tsai, Wen-Chung Huang, 2004 Oct., Integrating DEA Weight and PCA into Performance Improvement, Fifth International Conference on Operations and Quantitative Management (ICOQM-V), Seoul, S. Korea.
39. Jung-Fa Tsai, 2004 Aug., Boosting discrimination of decision-making units with Kohonen self-organization map, The 17th International Conference on Multiple Criteria Decision Making (MCDM 2004), Whistler, B.C., Canada.
40. Jung-Fa Tsai, 2004 Mar., Solving Supply Chain Management Models with Various Discount Cost Functions, The 33rd International Conference on Computers and Industrial Engineering, Jeju, S. Korea.
41. 蔡榮發, 李海涵, 2004, 改良式搜尋法應用於訓練倒傳遞網路, 第一屆中華國際機率統計與計量管理學術研討會, 台北。
42. 蔡榮發, 張原彰, 2004, 運用資料包絡分析法與集群分析做績效評估, 第一屆中華國際機率統計與計量管理學術研討會, 台北。
43. Jung-Fa Tsai and Han-Lin Li, 2003 May, Convexification Strategies for Signomial Programming Problems, International Conference on Industrial Engineering and Production Management (IEMP 03), Porto, Portugal.
44. Jung-Fa Tsai and Han-Lin Li, 2002 Jun., A global approach for Nonlinear Fractional Programming, The 6th Applied Mathematical and Modelling (APMOD 2002), Varenna(Lecco), Italy.
45. Han-Lin Li, Jung-Fa Tsai, and Nian-Ze Hu, 2002, A Design of Global Optimization System, The 3th Symposium on Nonlinear Analysis, Optimization Analysis, Methodology and Applications(NAOMA), Taipei, Taiwan.
46. Jung-Fa Tsai, Nian-Ze Hu, and Han-Lin Li, 2000, A Global Optimization Method for Packing Problems, The 5th Annual International Conference on Industrial Engineering, Hsinchu, Taiwan.
47. Han-Lin Li, Nian-Ze Hu, and Jung-Fa Tsai, 2000, Comparison of Four Global Optimization Methods for Generalized Geometric Programming, The 8th Bellman Contiuum, Hsinchu, Taiwan.
48. Jung-Fa Tsai, Nian-Ze Hu, and Han-Lin Li, 1999, A Design of Web-GIS – Integration of Yellow Book, Map, and Multimedia, The Proceeding of the 7th Conference on Habitual Domains, Hsinchu, Taiwan.
研究計畫(Projects)：
1. 國科會研究計劃---確定性全域最佳化方法之發展及其應用（2013/08/01~ 2016/07/31，三年期計畫）
2. 國科會研究計劃---混合整數非線性規劃問題之全域最佳化方法與應用（2010/08/01~ 2013/07/31，三年期計畫）
3. 國科會研究計劃---非凸規劃問題之全域最佳化方法與應用（2007/08/01~ 2010/07/31，三年期計畫）
4. 國科會大專生專題研究計劃---行銷人員績效評估之研究 (2006/07/01~ 2007/02/28)
5. 國科會研究計劃---以全域最佳化方法求解包含自由變數之幾何規劃問題 (2006/08/01~ 2007/07/31)
6. 國科會研究計劃---求解包含離散變數的正負多項式規劃問題之全域最佳化方法 (2005/08/01~ 2006/07/31)
7. 國科會大專生專題研究計劃---台灣筆記型電腦公司經營績效之研究 (2004/07/01~ 2005/02/28)
8. 國科會研究計劃---求解非線性分數規劃問題之全域最佳化方法 (2004/08/01~ 2005/07/31)
9. 國科會研究計劃---幾何規劃問題之分散式全域最佳化方法 (2003/10/01~ 2004/07/31)