大同大學教師資料

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)

1.	系所主任 (2016-08-01 ~ 今)
2.	圖書館館長 (2015-08-01 ~ 今)
3.	系所主任 (2007-08-01 ~ 2013-07-31)
4.	大學部導師 (2003-09-01 ~ 2007-07-31)

學術研究計畫(研4)

1.	寵物健康照護雲端系統，大專生研究計畫:邱奕祺，2022/7/1 ~ 2023/2/28
2.	預防頸椎疾病即時警報系統，大專生計畫：呂衣涵，2021/7/1 ~ 2022/2/28
3.	以區塊鏈為基礎的智能合約實現群眾募資當事人之權利義務，大專生計畫：廖心妤，2020/7/1 ~ 2021/2/28
4.	遠端照護病情預警APP系統開發，2018/7/1 ~ 2019/2/28
5.	細菌最佳化演算法求解派車途程問題，國科會國科會一般型研究計劃，2013/8/1 ~ 2014/7/31
6.	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，國科會國科會國內舉辦國際學術研討會補助，2013/4/27 ~ 2013/4/27
7.	細菌最佳演算法求解投資組合問題，國科會國科會一般型研究計劃，2012/8/1 ~ 2013/7/31
8.	粒子群最佳演算法求解派車途程問題(2/2)，國科會國科會一般型研究計劃，2011/8/1 ~ 2012/7/31
9.	粒子群最佳演算法求解派車途程問題(1/2)，國科會國科會一般型研究計劃，2010/8/1 ~ 2011/7/31
10.	粒子群最佳演算法求解動態分群問題，國科會國科會一般型研究計劃，2009/8/1 ~ 2010/7/31
11.	製造單元控制器無縫式建模方法之研究，2001/8/1 ~ 2002/7/31
12.	工具機同步設計流程物件導向模式之研究，2000/8/1 ~ 2001/7/31

產學合作計畫(研9)

1.	全國勞工聯合總工會勞工資訊能力訓練，2023/4/1 ~ 2024/2/28
2.	全國勞工聯合總工會勞工資訊能力訓練，2022/12/1 ~ 2023/2/28
3.	全國勞工聯合總工會勞工資訊能力訓練計畫，2021/4/1 ~ 2022/2/28
4.	全國勞工聯合總工會勞工資訊能力訓練計畫，2020/10/1 ~ 2021/3/31
5.	全國勞工聯合總工會勞工資訊能力訓練計畫，2020/5/1 ~ 2020/7/31
6.	全國勞工聯合總工會勞工資訊能力訓練，2019/4/1 ~ 2020/2/29
7.	智慧化入庫及揀貨作業輔助，2018/8/1 ~ 2019/7/31
8.	全國勞工聯合總工會勞力資訊能力訓練，2018/6/1 ~ 2019/2/28
9.	全國勞工聯合總工會勞力資訊能力訓練，2017/10/1 ~ 2018/1/31
10.	全國勞工聯合總工會勞工資訊能力訓練計畫，2017/5/1 ~ 2017/8/31
11.	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，2013/2/1 ~ 2014/1/31
12.	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，2012/2/1 ~ 2013/1/31

期刊論文 (Journal Paper)

1.	Yucheng Kao, Jin-Cherng Lin, Jian-Kuan Wu(2022). A Differential Evolution Approach for Machine Cell Formation. 2008 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2008), (2008). EI
2.	Kao, Y., Chen, M.-H., Hsieh, K.-M.(2014). Combining PSO and FCM for Dynamic Fuzzy Clustering Problems. In P. Siarry, L. Idoumghar, & J. Lepagnot (Eds.), Swarm Intelligence Based Optimization, 8472. EI
3.	Yucheng Kao, Chien-Chih Chen(2014). Automatic clustering for generalised cell formation using a hybrid particle swarm optimisation. International Journal of Production Research, 52. SCIE(SCI)
4.	Yucheng Kao, Hsiu-Tzu Cheng(2013). Bacterial Foraging Optimization Approach to Portfolio Optimization. Computational Economics, 42(4). SSCI
5.	Yucheng Kao, Chien-Chih Chen(2013). A differential evolution fuzzy clustering approach to machine cell formation. International Journal of Advanced Manufacturing Technology, 65. SCIE(SCI)
6.	Yucheng Kao, Chia-Hsien Lin(2012). A PSO-based approach to cell formation problems with alternative process routings. International Journal of Production Research, 50(15). SCIE(SCI)
7.	Shih-Chih Chen, Yu-Cheng Kao, Huei-Huang Chen(2012). 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, 6.
8.	Yucheng Kao, Ming-Hsien Chen, Yi-Ting Huang(2012). A Hybrid Algorithm Based on ACO and PSO for Capacitated Vehicle Routing Problems. Mathematical Problems in Engineering, 2012. SCIE(SCI)
9.	Shih-Chih Chen, Yucheng Kao, Huei-Huang Chen(2012). 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, 6(14), 4784-4794.
10.	Shih-Chih Chen, Kevin Kuan-Shun Chiu, Huei-Huang Chen, Yucheng Kao, Ching-Fen Chang(2011). A reference model of RFID-enabled application for traceability of foods production and distribution. African Journal of Agricultural Research, ISSN 1991-637X ©2011 Academic Journals, 6(22), 5192-5197. SCIE(SCI)
11.	Wen-Hwa Liao, Yucheng Kao, Ying-Shan Li(2011). A sensor deployment approach using glowworm swarm optimization algorithm. Expert Systems with Applications, 38. SCIE(SCI)
12.	Wen-Hwa Liao, Yucheng Kao, Ru-Ting Wu(2011). Ant colony optimization based sensor deployment protocol for wireless. Expert Systems with Applications, 38. SCIE(SCI)
13.	Wen-Shing Lee, Yi-Ting Chen, Yucheng Kao(2011). Optimal chiller loading by differential evolution algorithm for reducing energy consumption. Energy and Buildings, 43. SCIE(SCI)
14.	Yucheng Kao, Szu-Yuan Lee(2009). Combining K-means and Particle Swarm Optimization for Dynamic Data Clustering Problems. 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2009, (2009). EI
15.	Wen-Hwa Liao, Yucheng Kao, Chien-Ming Fan(2008). Data aggregation in wireless sensor networks using ant colony algorithm. Journal of Network and Computer Applications, 31. SCIE(SCI)
16.	Yucheng Kao, Y. L. Li(2008). Ant colony recognition systems for part clustering problems. International Journal of Production Research, 46(15). SCIE(SCI)
17.	Min Kong, Peng Tian, Yucheng Kao(2008). A new ant colony optimization algorithm for the multidimensional Knapsack problem. Computers &; Operations Research, 35. SCIE(SCI)
18.	Yucheng Kao, Kevin Cheng(2006). An ACO-based Clustering Algorithm. Lecture Notes in Computer Science, 4150. SCIE(SCI)
19.	Kao, Y., Fu, S. C.(2006). An ant-based clustering algorithm for manufacturing cell design. International Journal of Advanced Manufacturing Technology, 28. SCIE(SCI)
20.	Kao, Y., Moon, Y.B.(1998). Feature-based memory association for group technology. International Journal of Production Research, 36(6). SCIE(SCI)

研討會論文 (Conference Paper)

1.	Hsiao-Ting Tseng, Yucheng Kao, Hsian-An Hu, Wei-Yu Chen(2021). Using Cloud Data Analysis to Supervise and Manage the Driving Behavior of Drivers. ICMECG 2021: 2021 8th International Conference on Management of e-Commerce and e-Government（頁 94-96）. Republic of Korea.
2.	劉慶鴻、曾筱珽、高有成（2019）。具信任評分之比特幣交易平台之網路分析：以 BTC-Alpha 為例。MP 2019第二十五屆國際資訊管理暨實務研討會（頁 IMP25107 P）。R.O.C。
3.	Yucheng Kao, Mei Chen(2013). Solving the CVRP Problem Using a Hybrid PSO Approach. Computational Intelligence, Revised and Selected Papers of the International Joint Conference, IJCCI. France.
4.	Yucheng Kao, Chien-Chih Chen(2011). Combining Differential Evolution Algorithm with K-means for Solving Machine Cell Formation Problems. 21st International Conference on Flexible Automation and Intelligent Manufacturing, FAIM2011. R.O.C.
5.	Yucheng Kao, Heng-jia Yeh(2007). A hybrid ant colony optimization algorithm for data clustering. Proceedings of the 18th International Conference on Information Management，ICIM2007. R.O.C.
6.	Liao, Wen-Hwa, Yucheng Kao, Chien-Ming Fan(2007). An Ant Colony Algorithm for Data Aggregation in Wireless Sensor Networks. Proceedings of the 13th Mobile Computing Workshop (MC2007). R.O.C.
7.	Yucheng Kao, Yuching Ding(2006). Applying ACO algorithms to data clustering problems. Proceedings of the 17th International Conference on Information Management，ICIM2006. R.O.C.
8.	Yucheng Kao, Jim Ho Chen(2005). Ant colony optimization method for machine cell formation problems. International Academic Conference 2005. R.O.C.
9.	Yucheng Kao, Shih-Chen Fu(2004). An Ant Clustering Approach for Part Family Formation. Proceedings of the 2004 International Conference in Management Sciences and Decision Making. R.O.C.
10.	Yucheng Kao, Chang G. W.(2000). Modeling Process Planning with IDEF0 and IDEF3. Automation 2000, Proceedings of the sixth international conference on automation technology,. R.O.C.