Hong,Tzu-Yen

TITLE：

Assistant Professor／Department of Industrial Engineering and Management

COURSE INFO

Journal articles

• "Evaluating the impact of an automated drug retrieval cabinet and robotic dispensing system in a large hospital central pharmacy", American Journal of Health-System Pharmacy, 2024/09, SCI
• "Towards sustainable production with resource efficiency: An empirical study of steelmaking continuous casting scheduling", Resources, Conservation & Recycling, 209, 107806, 2024/07, SCI
• "An integrated framework of Industry 3.5 and an empirical study of simulation-based automated material handling system for semiconductor manufacturing", International Journal of Logistics Research and Applications, 27, 2, 309-325, 2024/01, SSCI
• "Hyperparameter optimization for convolutional neural network by opposite-based particle swarm optimization and an empirical study of photomask defect classification", Applied Soft Computing, 148, 110904, 2023/10, SCI
• "UNISON framework of system dynamics-based technology acquisition decision for semiconductor manufacturing and an empirical study", Computers & Industrial Engineering, 177, 109012, 2023/01, SCI

Conference papers

• "基於強化學習與離散型模擬之大型醫學中心自動配藥系統最佳化", 2023中國工業工程學會年會暨學術研討會, 台中, 2023/12/09
• "利用深度學習建構多準則虛擬決策黃金路徑的研究", 2023中國工業工程學會年會暨學術研討會, 台中, 2023/12/09
• "結合基因演算法與強化學習求解考量多重限制之半導體離子植入排程問題", 2023中國工業工程學會年會暨學術研討會, 台中, 2023/12/09
• "基因演算法結合機器學習優化多階層多時期供應鏈管理問題", 2023中國工業工程學會年會暨學術研討會, 台中, 2023/12/09
• "An Integration of Genetic Algorithm and Reinforcement Learning for Semiconductor Ion Implantation Scheduling with Multiple Constraints", 2023 The 13th International Workshop on Computer Science and Engineering (WCSE 2023) With Workshops, Singapore, 2023/06/17