AMPL Books

Books for Learning Optimization and Upskilling

Grow your skills confidently with expertise and best practices from AMPL technical books. These books feature practical examples, in-depth theory, and AMPL code to help you bridge the gap between concepts and real-world applications.

Hands-On Mathematical Optimization with AMPL in Python

by Postek, Zocca, Gromicho, Kantor with Filipe Brandao for AMPL additions.

Optimization Books

The repository of notebooks Hands-On Mathematical Optimization with AMPL in Python introduce the concepts and tools of mathematical optimization with examples from a range of disciplines.

Optimization Models in Electricity Markets

by Anthony Papavasiliou

Optimization Books

Optimization Models in Electricity Markets by Anthony Papavasiliou is a textbook published by Cambridge University Press that treats the analysis of optimization models that are routinely used in electricity market operations.

The (Original) AMPL Book, Vol. 2

by Robert Fourer, David M. Gay, and Brian W. Kernighan

Optimization Books

An in-depth book on mathematical optimization and the AMPL language, from the creators of AMPL.

Optimization Models

by Fabio Schoen, University of Florence

Optimization Books

Optimization Models by Fabio Schoen is an e-book on modeling techniques for Operations Research. This text was used in the “Optimization and Data Science for Management” course, Master degree in Management Engineering at the University of Florence.

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