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Welcome to the Mip Optimization program!
Mathematical optimization is an outstanding technology to solve decision-making problems. Here is a quote taken from the preface of the online book Optimization Models by Fabio Schoen that summarizes it very well:
"Having the possibility of learning from data so that future trends (demand, production, yield, interest rates, …) can be reliably and robustly estimated is absolutely wonderful. However, after a reliable forecast becomes available, managers still need to take decisions. And this is where optimization (operations research) comes into play."
Before you move forward, we recommend that you read the following article to get some more context on what is waiting for you in the program: https://www.mipwise.com/technical-articles/math-optimization
Here is a list of books for those wanting to take a deeper dive in specific operations research topics:
- Operations Research: Applications and Algorithms; Wayne L. Winston
- Integer and Combinatorial Optimization; George Nemhauser, Laurence Wolsey
- Linear Optimization and Duality: A Modern Exposition; Craig A. Tovey
- Integer Programming; Michele Conforti, Gérard Cornuéjols, Giacomo Zambelli
The content of Mip Optimization is licensed under the GNU GPLv3 license.
Contributions and constructive feedback are very welcome. Please Reach out to us.
- Help
- Introduction
- Beginner Examples
- Formulation Techniques
- Theoretical Background
- Handling Performance Issues
- Exact Heuristics
- miscellaneous
- notebooks