Nonlinear Optimization
Nonlinear Optimization This textbook on nonlinear optimization focuses on model building, real world problems, and applications of optimization models to natural and social sciences. Definitions,…
Specifikacia Nonlinear Optimization
Nonlinear Optimization
This textbook on nonlinear optimization focuses on model building, real world problems, and applications of optimization models to natural and social sciences. Definitions, proofs, and numerical methods are well illustrated and all chapters contain compelling exercises. Organized into two parts, this book may be used as a primary text for courses on convex optimization and non-convex optimization.
Selected solutions are given. Exercises emphasize fundamental theoretical results on optimality and duality theorems, numerical methods with or without constraints, and derivative-free optimization. Applications to theoretical results and numerical methods are highlighted to help students comprehend methods and techniques.