Numerical Optimization - Brossura

Nocedal, Jorge; Wright, Stephen

Brossura

ISBN 10: 1475772718 ISBN 13: 9781475772715

Casa editrice: Springer, 2023

Riassunto

This is a book for people interested in solving optimization problems. Because of the wide (and growing) use of optimization in science, engineering, economics, and industry, it is essential for students and practitioners alike to develop an understanding of optimization algorithms. Knowledge of the capabilities and limitations of these algorithms leads to a better understanding of their impact on various applications, and points the way to future research on improving and extending optimization algorithms and software. Our goal in this book is to give a comprehensive description of the most powerful, state-of-the-art, techniques for solving continuous optimization problems. By presenting the motivating ideas for each algorithm, we try to stimulate the reader's intuition and make the technical details easier to follow. Formal mathematical requirements are kept to a minimum. Because of our focus on continuous problems, we have omitted discussion of important optimization topics such as discrete and stochastic optimization.

Dettagli dell?edizione

• Editore: Springer
• Data di pubblicazione: 2023
• ISBN 10: 1475772718
• ISBN 13: 9781475772715
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero di pagine: 660
• Contatto del produttore: non disponibile