单位:國立高雄科技大學
学科领域:信息管理、管理科學與工程
研究兴趣:Data-driven Decision-making (數驅決策)
Big Data Analytics (大數據分析)
Multi-criteria Decision-making (multi-objective and multi-attribute) (多評準決策與分析) (含多目標/多準則)
Discrete Optimisation Decision Modelling and Applications (離散最佳化決策建模與應用)
Fuzzy Decision-making and Mathematical Programming (methodology) (模糊決策與數學規劃法方法論)
Supply Chain and Renewable Energy Planning Decisions (供應鏈與再生能源規畫決策)
Intelligent Transportation Management (pricing, trajectory data-mining, etc.) (智慧交通管理)
社会任职
National Senior Professional and Technical Examinations Certificate of Qualification, 1997;
National Information Engineer License, 1998;
National Patent Attorney License, 2000;
Phi Tau Phi Scholastic Honor (2015);
Permanent Member: A2078, Chinese Institute of Transportation, Republic of China (2022-);
Permanent Member, Chinese Management Association, Republic of China(2022-);
个人简介
Zheng-Yun Zhuang currently works as a full faculty at Department of Civil Engineering, National Kaohsiung University of Science and Technology (NKUST). His academic experience includes assistant professorship at Graduate Institute of Data Science, College of Management, Taipei Medical University, the post-doctoral fellowship at Faculty of Science and Technology, Universidade de Macau, and Instructor and Ph.D. co-supervisor at City College and School of Mathematical Sciences, Zhejiang University.
学术贡献
近年的研究成果,主要範圍有:
(1) 作業研究 (OR) 與多評準決策 (MCDM) 之方法論及其應用 (因研究問題之需要,多目標MODM、多屬性MADM兩方面均有著墨) 大分類、與
(2) 大數據與數驅決策 (DDDM) 在實例上之方法突破及應用類研究的大分類。
近年較有心得的方面可能是:從社會的角度所實施的觀察中,找出目前尚未或較少被研究過、但有意義的問題,設法收集資料並根據其資料找到適合之方法、並將這些方法使用在分析或求解問題上的研究。由於其中某些研究,是針對現有各階段 (或各種) 適當方法加以融合 (如把大數據分析原有方法融合進原有決策方法、形成新的數驅決策方法等),另一些研究,則因無法找到適當方法而保持 “自行發展方法” (如決策模型建立及數學推導);整體來說,已從過去 “基礎類研究60%、應用類研究40%” 跨向當今 “基礎類研究40%、應用類研究60%”。
由於這些因為應用需要而產生 “原有方法融合出新方法”、或 “直接發展新模型或方法” 的工作,使得基礎類研究於近年仍有所突破。故前開所列的5篇代表性研究成果論文,各篇成果將偏重基礎學術研究價值與解決重要實務或實際社會面問題兩方面論述,並充分体現了與其他成果的鏈接性。
工作经历
Aug. 2018 – To Date Department of Civil Engineering, National Kaohsiung University of Science and Technology
Assistant Professor (– 31 Jan 2020), Associate Professor (– 31 Jan 2023) and Full Professor (– Now)
Visiting Scholar, at L’Université Mohammed VI Polytechnique (UM6P), Rabat, Morocco (Aug 2024)
Visiting Scholar, at Università degli studi di Bergamo, Bergamo, Italy (Jul 2024)
Sept. 2016 – Jul. 2018 The Graduate Institute of Big Data, Taipei Medical University
Assistant Professor (1 Dec 2016–) (Including: Assistant Researcher: 1 Sept 2016–)
Sept. 2015 – Sept. 2016 Universidade de Macau
Postdoctoral Fellow and Visiting Scholar
Research Activities: Research on Big Trajectory Data
Aug. 2013 – Sept. 2016 City College and School of Mathematical Sciences, Zhejiang University
Ph.D.-level Lecturer & Ph.D. Co-Supervisor
(Note: Other previous non-full faculty experiences at the Lecturer level, including services at Ming-Chih University of Technology, Chang Gung University, and Chih-Lee Institute of Technology, are omitted for space reason)
教育经历
Ph.D., Chang Gung University (Management College, AACSB Accredited) (長庚大學管理學院)
Aug. 2013 Major Area: Business Management (企業管理研究所/資訊管理組)
Sub Area: Operational Research and Information Management
Master of Science, National Taiwan University (Engineering College) ("國立" 台灣大學工學院)
Jun. 1997 Major Areas: Computer Science and Information Engineering (資訊工程學研究所)
Sub Area: Computer Graphics and Virtual Reality
B.B.A., National Taiwan University (Management College, AACSB Accredited) (國立台灣大學管理學院)
Jun. 1995 Major Area: Management Information System (資訊管理學系)