Sen Li · 李森

李森Sen Li

运筹学研究者 · 优化算法工程师

Operations Research · Optimization Engineer

运筹学Operations Research 组合优化Combinatorial Optimization 机器学习Machine Learning Python · C++

缘起Why This Blog

这个博客诞生于一个很简单的念头:把自己真正理解的东西写下来

运筹学这个领域有一种奇特的命运——它的方法几乎渗透进了现代社会的每一个缝隙:航班调度、物流网络、芯片设计、广告竞价、金融风控……但它的名字却鲜为人知。大多数教材要么过于偏重理论推导,要么停留在玩具问题的层面,与工程实践之间存在一道难以跨越的鸿沟。

我希望这里的每一篇文章都能做到:理论可以追溯,直觉可以感受,代码可以运行。写作对我来说也是一种思维锻炼——当你能把一个算法讲清楚,你才算真正理解了它。

如果你在读某篇文章时有任何疑问或想法,欢迎通过下方联系方式找到我。

This blog was born from a simple idea: write down what I actually understand.

Operations Research has a peculiar fate — its methods underpin almost every corner of modern society: airline scheduling, logistics networks, chip design, ad auctions, financial risk management… yet its name is barely known. Most textbooks either drown in proofs or toy with unrealistic examples, leaving a wide gap between theory and engineering practice.

I want every article here to be: theoretically traceable, intuitively graspable, and practically runnable. Writing is also a workout for thinking — you only truly understand an algorithm when you can explain it clearly to someone else.

If you have questions or thoughts while reading, feel free to reach out via the contact info below.

教育经历Education

研究兴趣Research Interests

⚙️
大规模线性规划
Large-Scale LP
列生成、Dantzig-Wolfe 分解
Column generation, Dantzig-Wolfe
🔀
混合整数规划
Mixed-Integer Programming
Benders 分解、分支定价
Benders decomposition, branch-and-price
🤖
ML×OR 融合
ML meets OR
学习辅助的优化决策
Learning-augmented optimization
🚚
组合优化应用
Combinatorial Opt.
路径规划、调度、分配
Routing, scheduling, assignment

联系方式Contact