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CME4501 - Engineering Systems Optimization

Introduction

How to use this interactive book
Contact information

Coding of optimization problems

Python preparations
Unconstrained optimization using scipy
- Homework exercise: Bathymetry maps
- Homework exercise: Curve-fitting
Linear constrained optimization using scipy
- Homework exercise: Book distribution
- Class exercise: Furniture manufacturing
Nonlinear constrained optimization using scipy
- Homework exercise: Breakwater blocks
- Class exercise: Suspended beams
Multi-objective optimization using scipy
- Homework exercise: engine power vs emissions
- Class exercise: Ice cream cone
Metaheuristics using scipy and pymoo
- Homework exercise: Construction site
- Class exercise: choose yourself!

Miscellaneous

Bibliography
Credits and License
Changelog

Repository
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By Tom van Woudenberg and Maria Nogal from Delft University of Technology, built with TeachBooks and Jupyter Book, CC BY 4.0

Last updated on February 27, 2025.