大同大學 教職員資料 (Information of TTU Faculty & Staff)
 
基本資料 (Basic Info)
姓名:高有成 (Kao, Yucheng) 教授
單位:資訊經營學系  
電話:02-25925252 ext.3604  
手機:  
email:ykao@ttu.edu.tw  
網址:http://tchinfo.ttu.edu.tw/tchinfo.php?id=ykao  
 
學歷 (Education)
美國 雪城大學 工業管理 博士 (1991 ~ 1995)
美國 雪城大學 工業管理 碩士 (1988 ~ 1990)
 
經歷 (Experience)
大同大學 資訊經營學系 教授 (2013 ~ 今)
大同大學 資訊經營學系 副教授 (2000 ~ 2012)
朝陽科技大學 工業管理系 副教授 (1996 ~ 2000)
美國雪城大學 機械工程學系 助教 (1990 ~ 1995)
 
專長 (Specialty)
巨量資料分析 Big Data Analytics
作業管理 Operations Management
群體智慧 Swarm Intelligence
 
開授課程 (Course)
巨量資料分析 Big Data Analytics
計算智慧 Computational Intelligence
資料探勘 Data Mining
演化計算 Evolutionary Computation
作業研究 Operations Research
 
獎勵 (Award)
2013 TOPCO崇越論文競賽-資管碩士組優等獎 (台灣電子商務學會 2013-07-28)
95學年度論文獎 -- 佳作獎 (大同大學 2006-12-08)
92學年度優良教師 (大同大學 2004-10-01)
 
服務 (Service)
系所主任 (2016-08-01 ~ 今)
圖書館館長 (2015-08-01 ~ 今)
系所主任 (2007-08-01 ~ 2013-07-31)
大學部導師 (2003-09-01 ~ 2007-07-31)
 
研究計畫 (Project)
細菌最佳化演算法求解派車途程問題
國科會 NSC 102-2410-H-036 -002 - 執行期間:2013-08-01 ~ 2014-07-31
第十五屆全國資訊管理博士生暨2013國際雲端服務學術研討會
國科會 NSC 102-2916-I-036-001-A1 執行期間:2013-04-27 ~ 2013-04-27
教育部網路通訊重點領域學程推廣計畫(2/2) 雲端計算學程
教育部 1100Y0042 執行期間:2013-02-01 ~ 2014-01-31
細菌最佳演算法求解投資組合問題
國科會 NSC 101-2410-H-036 -001 - 執行期間:2012-08-01 ~ 2013-07-31
教育部網路通訊重點領域學程推廣計畫(1/2) 雲端計算學程
教育部 1100Y0042 執行期間:2012-02-01 ~ 2013-01-31
粒子群最佳演算法求解派車途程問題(2/2)
國科會 NSC 99-2410-H-036 -003 -MY2 執行期間:2011-08-01 ~ 2012-07-31
粒子群最佳演算法求解派車途程問題(1/2)
國科會 NSC 99-2410-H-036 -003 -MY2 執行期間:2010-08-01 ~ 2011-07-31
粒子群最佳演算法求解動態分群問題
國科會 NSC 98-2410-H-036-003 執行期間:2009-08-01 ~ 2010-07-31
製造單元控制器無縫式建模方法之研究
國科會 執行期間:2001-08-01 ~ 2002-07-31
工具機同步設計流程物件導向模式之研究
國科會 執行期間:2000-08-01 ~ 2001-07-31
 
期刊論文 Refereed Paper
1. Yucheng Kao and Chien-Chih Chen, "Automatic clustering for generalised cell formation using a hybrid particle swarm optimisation," International Journal of Production Research, Vol. 52, No. 12, 3466–3484, 2014 SCI 
2. Yucheng Kao and Hsiu-Tzu Cheng, "Bacterial Foraging Optimization Approach to Portfolio Optimization," Computational Economics, Vol. 42, No. 4, pp. 453–470, 2013 SSCI 
3. Yucheng Kao and Chien-Chih Chen, "A differential evolution fuzzy clustering approach to machine cell formation," International Journal of Advanced Manufacturing Technology, Vol. 65, pp. 1247 - 1259, 2013 SCI 
4. Yucheng Kao, Ming-Hsien Chen, and Yi-Ting Huang, "A Hybrid Algorithm Based on ACO and PSO for Capacitated Vehicle Routing Problems," Mathematical Problems in Engineering, Volume 2012, Article ID 726564, 17 pages (open access), August, 2012 SCI 
5. Yucheng Kao and Chia-Hsien Lin, "A PSO-based approach to cell formation problems with alternative process routings," International Journal of Production Research, Vol. 50, No. 15, 1 August 2012, 4075–4089 SCI 
6. Shih-Chih Chen, Yu-Cheng Kao, and Huei-Huang Chen, "Advanced planning and scheduling (APS) and enterprise planning system (ERP) planning reference models for Personal Computer assembly industry: A process perspective," African Journal of Business Management, Vol. 6(14), pp. 4784-4794, 11 April, 2012
7. Wen-Hwa Liao, Yucheng Kao, and Ying-Shan Li, "A sensor deployment approach using glowworm swarm optimization algorithm," Expert Systems with Applications, Vol. 38, pp. 12180-12188, 2011 SCI 
8. Wen-Hwa Liao, Yucheng Kao, and Ru-Ting Wu, "Ant colony optimization based sensor deployment protocol for wireless," Expert Systems with Applications, Vol. 38, pp. 6599-6605, 2011 SCI 
9. Wen-Shing Lee, Yi-Ting Chen, and Yucheng Kao, "Optimal chiller loading by differential evolution algorithm for reducing energy consumption," Energy and Buildings, Volume 43, Issues 2-3, Pages 599-604 , February-March 2011 SCI 
10. Yucheng Kao and Szu-Yuan Lee, "Combining K-means and Particle Swarm Optimization for Dynamic Data Clustering Problems," 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2009, Conference Proceedings pp. 757-761 Cited by EI and included in IEEE Xplore EI 
11. Yucheng Kao, Jin-Cherng Lin, and Jian-Kuan Wu, "A Differential Evolution Approach for Machine Cell Formation," 2008 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2008), Conference Proceedings pp. 772-775 Cited by EI and included in IEEE Xplore EI 
12. Wen-Hwa Liao, Yucheng Kao, and Chien-Ming Fan, "Data aggregation in wireless sensor networks using ant colony algorithm," Journal of Network and Computer Applications, Vol. 31, pp. 387- 401, 2008 SCI 
13. Min Kong, Peng Tian, and Yucheng Kao, "A new ant colony optimization algorithm for the multidimensional Knapsack problem," Computers & Operations Research, Vol. 35, pp. 2672 – 2683, 2008 SCI 
14. Yucheng Kao and Y. L. Li, "Ant colony recognition systems for part clustering problems," International Journal of Production Research, Vol. 46, No. 15, 4237–4258, 1 August 2008 SCI 
15. Yucheng Kao and Kevin Cheng, "An ACO-based Clustering Algorithm," Lecture Notes in Computer Science, LNCS 4150, pp. 340-347, 2006 SCI 
16.Kao, Y. & Fu, S. C., "An ant-based clustering algorithm for manufacturing cell design," International Journal of Advanced Manufacturing Technology, Vol. 28, pp. 1182-1189, 2006 SCI 
17.Kao, Y. & Moon, Y.B., "Feature-based memory association for group technology," International Journal of Production Research, Vol.36, No.6, pp. 1653-1677, 1998 SCI 
 
國際研討會論文 International Conference Paper
1. Yucheng Kao and Mei Chen, "Solving the CVRP Problem Using a Hybrid PSO Approach," Computational Intelligence, Revised and Selected Papers of the International Joint Conference, IJCCI 2011, Paris, France, October 24-26, 2011, K. Madani et al. (Eds.), Studies in Computational Intelligence (SCI) 465, pp. 59–67, Springer-Verlag Berlin Heidelberg 2013
2. Yucheng Kao and Chien-Chih Chen, "Combining Differential Evolution Algorithm with K-means for Solving Machine Cell Formation Problems," 21st International Conference on Flexible Automation and Intelligent Manufacturing, FAIM2011, pp. 13-19, June 26-29 2011
3. Yucheng Kao and Heng-jia Yeh, "A hybrid ant colony optimization algorithm for data clustering," Proceedings of the 18th International Conference on Information Management,ICIM2007, Ming Chuan University, Taipei, May 26, Paper No. P0247
4.Liao, Wen-Hwa, Yucheng Kao, and Chien-Ming Fan, "An Ant Colony Algorithm for Data Aggregation in Wireless Sensor Networks," Proceedings of the 13th Mobile Computing Workshop (MC2007), Da-Yeh University, Changhua, Taiwan, April 20, 2007, pp. 140-145.
5.Yucheng Kao,Yuching Ding, "Applying ACO algorithms to data clustering problems," Proceedings of the 17th International Conference on Information Management,ICIM2006, I-Shou University, Kaohsiung, May 27, 2006, Paper Number:400。
6.Yucheng Kao and Jim Ho Chen, "Ant colony optimization method for machine cell formation problems," International Academic Conference 2005, Session A1: Algorithm and Application, Ming Chuan University, March 12, 2005, pp. 45 - 57
7.Yucheng Kao and Shih-Chen Fu, "An Ant Clustering Approach for Part Family Formation," Proceedings of the 2004 International Conference in Management Sciences and Decision Making, Tamkang University, Taipei, Taiwan, May 29, 2004, pp. 189-199.
8.Kao, Y. and Chang, G. W., "Modeling Process Planning with IDEF0 and IDEF3," Automation 2000, Proceedings of the sixth international conference on automation technology,, Taipei, Taiwan, R.O.C., May 9-11, pp. 1201-1208, 2000.
 
區域研討會論文 Domestic Conference Paper
1.葉恆嘉,高有成, "混合式螞蟻最佳分群演算法," 2007ING安泰管理碩士論文獎暨研討會 (光碟), 資訊管理類佳作獎
2.高有成,黃永立,陳煇煌, "WSBPEL 執行供應鏈協同作業之研究," 第11 屆資訊管理暨實務研討會論文集, 實踐大學,台北,12 月10 日,pp. 3204-3218。
3.高有成,鄭凱文, "製造單元重置矩陣切割問題之研究," 中國工業工程學會九十四年度年會暨學術研討會論文集, 中華大學,新竹,12 月17 日,論文編號:CIIE-452。
4.高有成,許智皓, "螞蟻最佳分群演算法求解單元形成問題," 第三屆流通與全球運籌論文研討會:生產與作業管理組, 國立台中技術學院,台中,2005年10 月28 日,論文光碟。
5.陳煇煌 高有成 陳世智, "以ARIS eEPC建構APS系統運作參考流程–以資訊製造業為例," 「2005創新導向之工業管理」研討會, 真理大學工業管理系,2005年6月4日
6.高有成 李岳倫, "應用螞蟻分群模式進行零件家族形成," 第一屆管理決策學術研討會, 南華大學管理科學研究所,2005年5月26日,論文摘要集 pp. 318
7.陳世智,高有成, "先進規劃與排程系統導入資訊製造產業之個案研究," 第四 屆電子化企業經營管理理論暨實務研討會, 大葉大學,彰化,5 月10 日,編號156。
8.劉瑞洋,高有成, "OOIDEF0系統塑模方法論," 第13屆物件導向技術及應用研討會論文集, 台中健康暨管理學院,9月13日,pp. 59-66
9.張景文,高有成, "工具機設計同步式架構之研究," 中國工業工程學會八十八年度年會論文集, pp. 292.
 
專書 Book
1.Kao, Yucheng, Feature-based Memory Association for Group Technology, Ph.D. Dissertation, Syracuse University, NY, December, 1995