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Practical Python AI Projects: Mathematical Models of Optimization Problems with Google OR-Tools
book

Practical Python AI Projects: Mathematical Models of Optimization Problems with Google OR-Tools

by Serge Kruk
February 2018
Intermediate to advanced
287 pages
6h 22m
English
Apress
Content preview from Practical Python AI Projects: Mathematical Models of Optimization Problems with Google OR-Tools
© Serge Kruk 2018
Serge KrukPractical Python AI Projectshttps://doi.org/10.1007/978-1-4842-3423-5_5

5. Classic Discrete Models

Serge Kruk1 
(1)
Mathematics, Oakland University Mathematics, Rochester, Michigan, USA
 

The problems in this chapter are classical examples of integer programs (IP). A better name would be discrete linear programs because we described the past ones as continuous linear programs and the antonym of continuous is discrete. Alas, the tradition is firmly entrenched so we will refer to them as IPs. They are characterized by algebraically linear constraints and linear objectives with the additional requirement that variables must take on only integral values.

All are very simple to state, if not always simple to model or solve. ...
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