Euro PhD School Data Science meets Combinatorial Optimization

The complete material can be downloaded as zip using this link

Monday: Deep Reinforcement Learning for Vehicle Routing Problems (Kevin Tierney)

Slides:

Tutorial, part 1 (Basics):

Tutorial, part 2 (Efficient Active Search):

Tuesday: Efficient algorithm design via automated algorithm selection and configuration (Marius Lindauer, Alexander Tornede)

Slides, part 1:

Slides, part 2:

Slides, part 3:

Jupyter Notebook:

Wednesday: Optimization in Machine Learning (Yingqian Zhang, Sicco Verwer)

Slides:

Jupyter Notebook Optimize:

Jupyter Notebook Learning Tree:

Thursday: Instance Space Analysis (Kate Smith-Miles)

Slides: