# Week 2.5

## Optimization

- [Book theory](https://mude.citg.tudelft.nl/book/2025/optimization/overview.html)
  - [Optimization origins](https://mude.citg.tudelft.nl/book/2025/optimization/origins.html)
  - [Optimization basics](https://mude.citg.tudelft.nl/book/2025/optimization/general.html)
  - [Taxonomy of optimization models](https://mude.citg.tudelft.nl/book/2025/optimization/taxonomy.html)
  - [Example linear programming](https://mude.citg.tudelft.nl/book/2025/optimization/sand_and_clay.html)
  - [Augmented form of a mathematical program](https://mude.citg.tudelft.nl/book/2025/optimization/augmented_form.html)
  - [SIMPLEX method](https://mude.citg.tudelft.nl/book/2025/optimization/sand_and_clay_simplex.html)
  - [Integer problems](https://mude.citg.tudelft.nl/book/2025/optimization/integer_programming.html)
  - [Constraints for integer/binary variables](https://mude.citg.tudelft.nl/book/2025/optimization/some_constraints.html)
  - [Genetic algorithm](https://mude.citg.tudelft.nl/book/2025/optimization/genetic_algorithm.html)
  - [Airlines problem](https://mude.citg.tudelft.nl/book/2025/optimization/airlines_stripped.html)
  - [Project Amsterdam](https://mude.citg.tudelft.nl/book/2025/optimization/project_Amsterdam.html)
- [Lecture slides](https://github.com/TUDelft-MUDE/source-files/raw/main/file/MUDE_Optimization.pdf)
- [Collegerama recording](https://collegeramavideoportal.tudelft.nl/catalogue/cegm1000/presentation/05d4c7468f2f43639d2e4f0216aa1a041d?academicYear=2025-2026-cegm1000-25)
- [Workshop assignment](https://mude.citg.tudelft.nl/workbook-2025/assignments/WS2.5/README.html) 
- [Group assignment](https://mude.citg.tudelft.nl/workbook-2025/assignments/GA2.5/README.html)


## Programming

- Packages in Python
  - [Book chapter](https://mude.citg.tudelft.nl/book/2025/programming/week_2_5.html)
    - [Packaging](https://mude.citg.tudelft.nl/book/2025/programming/week_2_5/packaging.html)
  - [Programming assignment: From Code to Distributable](https://mude.citg.tudelft.nl/workbook-2025/assignments/PA2.5/README.html)
    - [Packaging](https://mude.citg.tudelft.nl/workbook-2025/assignments/PA2.5/1_packaging.html)