Nonlinear Optimization

Know about the book -

Nonlinear Optimization is written by Francisco J. Aragón and published by Springer. It's available with International Standard Book Number or ISBN identification 3030111849 (ISBN 10) and 9783030111847 (ISBN 13).

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. Definitions, proofs, and numerical methods are well illustrated and all chapters contain compelling exercises. The exercises emphasize fundamental theoretical results on optimality and duality theorems, numerical methods with or without constraints, and derivative-free optimization. Selected solutions are given. Applications to theoretical results and numerical methods are highlighted to help students comprehend methods and techniques.