- English only
Decision-aid methodologies in transportation
Lectures
| Date | Lecturer | Topic | Slides |
|---|---|---|---|
| Feb 19 | Nikola Obrenovic | Introduction to decision science and linear optimization | week 1 |
| Feb 26 | Nikola Obrenovic | Linear Programming and Duality | week 2 |
| Mar 5 | Tim Hillel | Introduction to Python and data visualisation | week 3 |
| Mar 12 | Tim Hillel | Classification methods 1: Deterministic methods and discrete metrics | week 4 |
| Mar 19 | Tim Hillel | Classification methods 2: Logistic regression and probabilistic metrics | week 5 |
| Mar 26 | Guest Speakers | Operations Research in Practice | week 6 |
| Apr 2 | Mid-term exam | ||
| Apr 9 | Nikola Obrenovic | Integer optimization | week 8 |
| Apr 16 | Nikola Obrenovic | Multicommodity Network Design I | weeks 9 & 10 |
| Apr 23 | No Lecture (Easter Holidays) | ||
| Apr 30 | Nikola Obrenovic | Multicommodity Network Design II | - |
| May 7 | Tim Hillel | Classification methods 3: Ensemble methods and hyperparameter search | week 11 |
| May 14 | Tim Hillel | Classification methods 4: Issues with performance validation | week 12 |
| May 21 | Hillel and Obrenovic | Research Topics from TRANSP-OR and Presentation of the Final Projects | |
| May 28 | Hillel and Obrenovic | Questions and Answers |
Bibliography
Contacts
Lecturers:
Teaching assistants:
Schedule
Lectures:
Laboratories:
Tuesday 08:15 - 10:10
Tuesday 10:15 - 12:00
Final Exam
Date:
Schedule:
Room:
To be defined
To be defined
To be defined