商業分析實驗室 (Business Analytics Laboratory)

If you are interested in operations research, machine learning, data science, and its real-world applications (in supply chain, business, smart manufacturing, etc.), please email me your resume and transcript to schedule a meeting or online chat. Please refer to this blog for more details about your resume. (Guides for students, Paper presentation in the group meeting)

生成式人工智慧

李加祈，破2000人修課！台大文學院開AI課程，文組也要學為什麼？，遠見，2024-03-01

Unforeseen Consequences of “Tabu” Choices

Fred W. Glover, Unforeseen Consequences of “Tabu” Choices—A Retrospective, INFORMS Journal on Computing, 2022, Volume 34, Issue 3, Pages 1306-1308.

This retrospective is written upon receiving The IJOC Test of Time Award for the papers “Tabu Search—Part 1 and —Part 2,” a delightful capstone to an unanticipated (and exceptionally fun) adventure.

致富的特權

陳虹宇/ 吳聰敏/ 李怡庭/ 陳旭昇/等，致富的特權: 二十年來我們為央行政策付出的代價，春山出版，2021 (影片)

Tackling climate change with machine learning

 Rolnick D, Donti PL, Kaack LH, Kochanski K, Lacoste A, Sankaran K, Ross AS, Milojevic-Dupont N, Jaques N, Waldman-Brown A, et al. (2022) Tackling climate change with machine learning. ACM Computing Surveys (CSUR) 55(2):1–96.

用台語談人工智慧

AI 跟你搶頭路？台語科普人工智慧？｜清華電機 BIIC Lab × 蔡秀吉 #世界母語日

Decarbonizing OCP

Dimitris Bertsimas, Ryan Cory-Wright, Vassilis Digalakis, Jr. (2023) Decarbonizing OCP. Manufacturing & Service Operations Management 0(0). (arXiv, talk) (Finalist, 2023 Manufacturing & Service Operations Management Practice-Based Research Competition)

畢業後，回到自己的階層

壽司坦丁 Sociostanding，畢業後，回到自己的階層：階級、自我、與（菁英）職場

End-to-End Predict-then-Optimize Library for Linear and Integer Programming

Bo Tang and Elias B. Khalil, PyEPO: A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming, arXiv:2206.14234v2.

上課內容 (Teaching)

許志華，中原大學，電機資訊學院，工業與系統工程學系

• YM HS: your short answers
• The best way to contact me (email):  chhsu135 AT gmail DOT com (主旨：修課名稱和班級，學號，姓名) 

• 辦公室 (My office)：(工業系館) 莊敬大樓 (Building no. 23 for ISE) 201-3，電話 (phone)  03 265 4427。辦公室時間，四 11 - 11:50 am, 2:10 - 3 pm, 5 - 5:50 pm (歡迎使用 Microsoft team)。導生 (分組登記)。FB。

• 商業分析實驗室 (Business Analytics Laboratory): Guides for students, Paper presentation。 專題和論文的製作與報告 (tips for the final project and your thesis)。

• 2024 春 (Spring)
• Please be considerate/polite, and show up only during the office hours of a course. The students in the lab need quite time for their study and research.  
• 作業研究 (下) (工業三乙) 
• 登記，課前預習和每週進度
• 助教，(隨堂) 王思婷 
• 助教，呂冠宏，莊敬 202-1，辦公室時間 (三) 10 -12 am，(三) 7 - 9 pm 
• 人工智慧導論  (工業三)
• 登記，課前預習和每週進度，修過三上機器學習的進度
• 助教，廖庭煜，莊敬 202-1，辦公室時間 (二) 1 - 3 pm
• 機器學習 (machine learning)，工業碩一 (graduate students)
• class participation，weekly schedule
• TA , Angus (庭煜), ISE 202-1, (Tuesday) 1 - 3 pm
• 作業研究，工業碩專 
• 登記，(課前預習和)每週進度
• 助教，呂冠宏，莊敬 202-1，辦公室時間  (三) 10 -12 am，(三) 7 - 9 pm 

• 課程組員互評表 (Evaluation form for team members)
• Deadline: the day for the last class meeting time
• Default: If no one answers, then everyone will get the same score for project participation.  If only 1 person fills in the form, then we will use that as the group score for project participation.