A new e-book on the art of modeling optimization problems
This book was used in the “Optimization and Data Science for Management” course, Master degree in Management Engineering at the University of Florence.
→ Ideal for students, researchers, and professionals in operations research, data science, and engineering.
→ Suitable for those with a basic understanding of mathematics and programming who want to deepen their knowledge of optimization techniques.
What You Will Learn
→ Core concepts of linear, nonlinear, and combinatorial optimization with a structured approach.
→ How to formulate and analyze optimization problems across various industries, from logistics to finance.
Practical and Applied Focus
→ Emphasizes real-world applications with case studies and examples.
→ Introduces computational methods and modeling techniques used in modern optimization software.
What’s Included?
→ Comprehensive theory combined with practical examples.
→ Interactive online materials and exercises to reinforce learning.
→ Step-by-step explanations designed to build problem-solving skills in mathematical optimization.
Free licenses for Academic Research and Education
AMPL is committed to democratizing optimization software for non-commercial settings. Get the full AMPL system with industry leading solvers for free use in Academia.