讀書寫作

Course objective:  This course introduces dynamic decision-making under uncertainty, with an emphasis on dynamic programming and reinforceme...

(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 ...

(4/9/2025) 許志華 (The original speaker needs to take care of emergency affairs.) Dimitris Bertsimas and Michael Lingzhi Li , Scalable holisti...

2024 諾貝爾物理學獎 新聞

Vint Lee, Chun Deng, Leena Elzeiny, Pieter Abbeel, and John Wawrzynek, Chip Placement with Diffusion , arXiv:2407.12282.

When one encounters a stochastic optimization/control problem, one popular approach is to transform it into a deterministic problem by flui...

Leda Liang, Ten Statistical Ideas that Changed the World, ( YouTube , Stanford course , Tibshirani's GitHub )

學習數學的四個層次：(0) 如何學數學 ， (1) 代表具備基礎的知識與能力 ， (2) 邏輯推理和抽象思考的能力 ， (3) 在許多行業的應用 ， (4) 純粹滿足好奇心或求知慾 。 2015/12/1 初稿，持續更新中。 一般性說明 數學是科學之母，科學則是工業的...

Dimitris Bertsimas and David Gamarnik, Queueing Theory : Classical and Modern Methods , ‎Dynamic Ideas, 2022. STRUCTURE OF THE BOOK: Part I ...

Omar Besbes, Yonatan Gur, Assaf Zeevi, Optimization in Online Content Recommendation Services: Beyond Click-Through Rates , 18(1), pp. 15–33...

Meng Qi, Yuanyuan Shi, Yongzhi Qi, Chenxin Ma, Rong Yuan, Di Wu, Zuo-Jun (Max) Shen (2023) A Practical End-to-End Inventory Management Model...

M. Qi, H.Y. Mak, and Z.J.M. Shen, Data‐driven research in retail operations—A review , Naval Research Logistics , 2020, 67 (8), 595-616. (Op...

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

 Joy Zhang, 7 real-world applications of reinforcement learning , gocoder, February 17, 2022 1. Autonomous driving with Wayve 2. Personalizi...

 Prof. Muriel Médard, Guessing Random Additive Noise Decoding (GRAND) , Rice U ECE, 2020年9月7日

林錦慧譯 ， 洞悉市場的人：量化交易之父吉姆‧西蒙斯與文藝復興公司的故事 ， 天下文化 ， 2020 Gregory Zuckerman, The Man Who Solved the Market: How Jim Simons Launched the Quant Revol...

Jean Walrand, Probability in Electrical Engineering and Computer Science: An Application-Drive Course , Springer, 2021. ( pdf , Python ) Sho...

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

Guillermo Gallego and Huseyin Topaloglu, Revenue Management and Pricing Analytics , Springer, 2019. The book is divided into three parts: tr...

Daniel Freund, S. G. Henderson, E. O’Mahony, and D. B. Shmoys, Analytics and Bikes: Riding Tandem with Motivate to Improve Mobility , INFORM...