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7/24/2026
Nice talks on AI, geopolitics, optimization, SCM, and more
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Vivek Farias and Jason Acimovic , Channel Fulfillment Problem Optimization , INFORMS , 2019.
7/23/2026
References for graduate students and my laboratory members
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Knowledge to master for a better foundation (and future) Tools and general: Adi Ignatius, “We Want to Make Ourselves Better” : The HBR Int...
7/11/2026
研究 (Research)
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Journal articles: P.-S. Chen, H.-Y. Liu, and C.-H. Hsu, Economic Order Quantity of Deteriorating Drugs with New and Redistributed Demands in...
7/10/2026
(Plz read it first) Business Analytics Laboratory (商業分析實驗室)
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(Important) Please read this webpage first if you want to join my lab and schdule an interview. (26/7/10) Another paper published in IJSS ...
7/09/2026
服務和計畫 (Service and Projects)
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政府計畫 (Government Project) 國科會 ,高維度受限迴歸模型與稀疏特徵選取:快速座標下降演算法和應用 (High-Dimensional Constrained Regression Models and Sparse Feature Selection: F...
6/06/2026
Use LLM to learn *** and its impact
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Research and development Marina Favaro and Jack Clark, When AI builds itself , Anthropic (new) As of May 2026, more than 80% of the code ...
5/24/2026
Nonlinear Optimization (非線性最佳化)
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Course objective: Nonlinear optimization is widely used in engineering, business, data science, and machine learning . We will introduce fu...
3/09/2026
資料科學相關研究所和職涯準備
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基礎知識:工業系 必修 課程 資料科學 :領域知識 (智慧製造 , 量化投資,行銷等等) , 數學 ,資訊科技 如果不會 寫 for loop 和 function: 自學 Python ( 每一講 有 作業 ) 很棒的免費課程 : CS50's Introduc...
2/08/2026
2025 Franz Edelman Award
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2025 Edelman Competition ( video , special issue in the INFORMS Journal on Applied Analytics) Ryan Cooper, Lindsay Golich, Craig Griffin...
12/18/2025
Some books and information on machine learning and AI
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General introduction (without math) 簡禎富 , 工業 3.5 :台灣企業邁向智慧製造與數位決策的戰略 , 天下雜誌 ,2019 Alex J. Gutman and Jordan Goldmeier, Becoming a Data Head...
11/19/2025
Adaptive Forests For Classification
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D. Bertsimas and Y. Cui, Adaptive Forests For Classification , arXiv:2510.22991, 2025. ( code )
9/06/2025
作業研究和機器學習
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課程 作業研究 (上) : 3.8 迴歸 ,11.2 迴歸,12.3.1 類神經 Google Scholar : generative ai optimization 作業研究 (下) : 2 Robust Optimization (穩健最佳化),3 適應穩健最佳化,5 資...
9/05/2025
專題和論文的製作與報告 (tips for the final project and your thesis)
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(at the bottom) Avoid common phenomena, final written report (for your ppt content) (大學生) 重要任務 人生困境: 計算機程式補考後的人生 (1/2) 我的方法: 運動 ,音樂 ( 馬友友 ...
4/17/2025
到高中介紹作業研究 (和適性教育、選填大學志願)
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臺北市立陽明高級中學, 作業研究 ,2023/11/30 。 適性教育、AI 和作業研究 ,2024/2/22 。 ( 簽到和 提問 ) 學生問題之回答
4/10/2025
Some information and papers related to the seminar
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(4/9/2025) 許志華 (The original speaker needs to take care of emergency affairs.) Dimitris Bertsimas and Michael Lingzhi Li , Scalable holisti...
4/04/2025
Optimization in Fusion Energy
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Raphael Rosen, The 10-Second Algorithm That Could Unlock Fusion Energy , Princeton Plasma Physics Laboratory, March 16, 2025. QUADCOIL is a ...
12/13/2024
Google's quantum chip Willow
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Hartmut Neven, Meet Willow, our state-of-the-art quantum chip , Google Research, Dec 09, 2024.
12/01/2024
Robust Optimization Webinar
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This is the youtube channel for the Robust Optimization Webinar (ROW) organized by Ahmadreza Marandi (TU Eindhoven) and Jannis Kurtz (Unive...
11/15/2024
How Could Machines Reach Human-Level Intelligence?
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Yann LeCun, How Could Machines Reach Human-Level Intelligence? , Columbia Engineering, 2024/10/24 ( slide )
11/07/2024
Neural Coordination and Capacity Control for Inventory Management
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C Eisenach, U Ghai, D Madeka, K Torkkola, D Foster, S Kakade, Neural Coordination and Capacity Control for Inventory Management , 2024, arXi...
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