讀書寫作

Knowledge to master for a better foundation (and future) Tools and general:   Adi Ignatius, “We Want to Make Ourselves Better” : The HBR Int...

Journal articles: P.-S. Chen, H.-Y. Liu, and C.-H. Hsu, Economic Order Quantity of Deteriorating Drugs with New and Redistributed Demands in...

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...

C. Zeng and D. Bertsimas, Catastrophe Insurance Pricing: A Robust Optimization Approach , In preparation for Management Science, 2023. 

為了提高同學們的學習動機，提供以下相關的資訊，以幫助同學們找到方向。也和 暑期實習 和未來就業中，決策支援系統中的演算法有密切關聯。以下許多的內容屬於碩博士階段的課程，也可以增加同學們 就讀研究所 的動機： Journals:  INFORMS Journal on Applie...

Kayhan Behdin and Rahul Mazumder , Sparse PCA: A New Scalable Estimator Based On Integer Programming , arXiv:2109.11142v2, 2021. ( Julia ahd...

Dimitris Bertsimas and Berk Öztürk, Global Optimization via Optimal Decision Trees , arXiv:2202.06017. ( Code in Julia ) The global optimiza...

因為 決策樹和最佳化 的進展，所以想要把它用來解決生產製造的問題。 花了一年多、寫了數千行的程式，萃取出成功的部分結果，投稿到第一個期刊，被退稿。

 Berk Öztürk, Global and Robust Optimization for Engineering Design , Ph.D. Thesis, MIT , 2022. (thesis, code, talk ) There is a need to ada...

Mykel Kochenderfer, Tim Wheeler, and Kyle Wray, Algorithms for Decision Making , MIT Press, 2022. (pdf available online) A broad introductio...

Sanjay Lall, EE104/CME107: Introduction to Machine Learning , Stanford University, Spring Quarter , 2021. (quarter: 10 weeks, Julia, YouTube...

Dimitris Bertsimas and Jack Dunn, Machine Learning Under a Modern Optimization Lens , Dynamic Ideas LLC, 2019. The book provides an ori...

Mykel J. Kochenderfer and Tim A. Wheeler, Algorithms for Optimization , The MIT Press, 2019. This book offers a comprehensive introductio...

Prof. S. Boyd 的寫作非常清楚，這一季 (quarter) 開了一門大學部新課 EE103 Introduction to Matrix Methods (註 1)，精彩可期。 網頁列了一些線性代數的應用 Audio Handwritten digit clas...