Nonlinear Optimization

• Main Authors: Aragón, Francisco J. (Author, http://id.loc.gov/vocabulary/relators/aut), Goberna, Miguel A. (http://id.loc.gov/vocabulary/relators/aut), López, Marco A. (http://id.loc.gov/vocabulary/relators/aut), Rodríguez, Margarita M.L (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Springer Undergraduate Texts in Mathematics and Technology,
• Subjects: Mathematical optimization.; Optimization.

This textbook on nonlinear optimization focuses on model building, real world problems, and applications of optimization models to natural and social sciences. Organized into two parts, this book may be used as a primary text for courses on convex optimization and non-convex optimization. Definition...

Table of Contents:

• 1. Preliminaries
• Part I. Analytical Optimization
• 2. Convexity
• 3. Unconstrained Optimization
• 4. Convex Optimization
• Part II. Numerical Optimization
• 5. Unconstrained Optimization Algorithms
• 6. Constrained Optimization
• Solutions to selected exercises
• References
• Index.