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https://github.com/jkerfs/awesome-optimization
https://github.com/jkerfs/awesome-optimization
List: awesome-optimization
Last synced: 6 days ago
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- Host: GitHub
- URL: https://github.com/jkerfs/awesome-optimization
- Owner: jkerfs
- Created: 2017-04-19T18:50:36.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2017-04-19T22:32:08.000Z (over 7 years ago)
- Last Synced: 2024-05-21T08:33:53.306Z (6 months ago)
- Size: 1000 Bytes
- Stars: 5
- Watchers: 1
- Forks: 4
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-of-awesome-ml - awesome-optimization (by jkerfs)
README
# Awesome Optimization [](https://github.com/sindresorhus/awesome)
A curated list of resources for mathematical optimization and its applications.
Maintainers - [Jeremy Kerfs](https://github.com/jkerfs)
# Courses
- [Discrete Optimization - Coursera](https://www.coursera.org/learn/discrete-optimization)
- [Approximation Algorithms Part 1 - Coursera](https://www.coursera.org/learn/approximation-algorithms-part-1)
- [Convex Optimization - Stanford](https://lagunita.stanford.edu/courses/Engineering/CVX101/Winter2014/about)
- [Combinatorial Optimization - MIT](https://ocw.mit.edu/courses/mathematics/18-433-combinatorial-optimization-fall-2003/)
# Books
- [Convex Optimization](http://stanford.edu/~boyd/cvxbook/) by Boyd and Vandenberghe
# Tools
- [Google OR-Tools](https://developers.google.com/optimization/) (C++, C#, Python, Java)
- [Scipy Optimize](https://docs.scipy.org/doc/scipy-0.18.1/reference/optimize.html) (Python)
# Papers
- [Particle Swarm Optimization](https://www.cs.tufts.edu/comp/150GA/homeworks/hw3/_reading6%201995%20particle%20swarming.pdf)
- [Ant Colony Optimization](http://www.cs.unibo.it/babaoglu/courses/cas05-06/tutorials/Ant_Colony_Optimization.pdf)
# SubFields
## Convex Optimization
## Combinatorial Optimization
# Applications
## Neural Networks