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Decision-aid methodologies in transportation
Laboratories
| Date | Topic | Files | To be done | |
|---|---|---|---|---|
| Feb 19 | Linear optimization: modeling and programming | Slides Data |
Assignment Data |
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| Feb 26 | Linear optimization: duality | Slides Data |
Assignment Data |
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| Mar 5 | Introduction to Python and data visualisation | Exercises |
Solutions |
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| Mar 12 | Classification methods 1: Deterministic methods and discrete metrics | Exercises |
Solutions |
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| Mar 19 | Classification methods 2: Logistic regression and probabilistic metrics | Exercises |
Solutions |
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| Mar 26 | Guest lecturer | |
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| Apr 2 | Midterm exam | |
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| Apr 9 | Integer programming: Branch and bound | Slides | Data | |
| Apr 16 | Case study - Bike Sharing System | Slides Source code | Graph Assignment | |
| Apr 23 | Easter break | |
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| Apr 30 | Case study - Hub Location Problem | Code and data |
Assignment |
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| May 7 | Classification methods 3: Ensemble methods and hyperparameter search | Exercises |
Solution |
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| May 14 | Classification methods 4: Issues with performance validation | Exercises |
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| May 21 | Presentations of the final project and lab research | Project files and data |
Assignment |
|
| May 28 | Q&A session |
IBM ILOG CPLEX Optimization Studio
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