Can I read Introduction to Methods for Nonlinear Optimization on EtoBox?

Introduction to Methods for Nonlinear Optimization by Luigi Grippo, Marco Sciandrone is a nonfiction available to read on EtoBox.

What is Introduction to Methods for Nonlinear Optimization about?

This book has two main objectives: • to provide a concise introduction to nonlinear optimization methods, which can be used as a textbook at a graduate or upper undergraduate level; • to collect and organize selected important topics on optimization algorithms, not easily found in textbooks, which can provide material for advanced courses or can serve as a reference text for self-study and research. The basic material on unconstrained and constrained optimization is organized into two blocks of chapters: • basic theory and optimality conditions • unconstrained and constrained algorithms. These topics are treated in short chapters that contain the most important results in theory and algorithms, in a way that, in the authors'experience, is suitable for introductory courses. A third block of chapters addresses methods that are of increasing interest for solving difficult optimization problems. Difficulty can be typically due to the high nonlinearity of the objective function, ill-conditioning of the Hessian matrix, lack of information on first-order derivatives, the need to solve large-scale problems. In the book various key subjects are addressed, including: exact penalty functions

Who reads Introduction to Methods for Nonlinear Optimization?

Author

Luigi Grippo, Marco Sciandrone

Publisher

Springer International Publishing AG

Published

2023

Language

EN

ISBN

9783031267901

Category

nonfiction

Subjects

Engineering, Mathematics, Science