Skip to main content

Ctrl+K

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
Open issue

Index

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.