Practical Optimization - Brossura

Philip E. Gill (author), Walter Murray (author) & Margaret H. Wright (author)

Brossura

ISBN 10: 161197559X ISBN 13: 9781611975598

Casa editrice: SIAM - Society for Industrial and Applied Mathematics, 2019

Riassunto

In the intervening years since this book was published in 1981, the field of optimization has been exceptionally lively. This fertility has involved not only progress in theory, but also faster numerical algorithms and extensions into unexpected or previously unknown areas such as semidefinite programming. Despite these changes, many of the important principles and much of the intuition can be found in this Classics version of Practical Optimization.

This book provides model algorithms and pseudocode, useful tools for users who prefer to write their own code as well as for those who want to understand externally provided code. It presents algorithms in a step-by-step format, revealing the overall structure of the underlying procedures and thereby allowing a high-level perspective on the fundamental differences. And it contains a wealth of techniques and strategies that are well suited for optimization in the twenty-first century, and particularly in the now-flourishing fields of data science, “big data,” and machine learning.

Practical Optimization is appropriate for advanced undergraduates, graduate students, and researchers interested in methods for solving optimization problems.

Dettagli dell'edizione

• Editore: SIAM - Society for Industrial and Applied Mathematics
• Data di pubblicazione: 2019
• Lingua: Inglese
• ISBN 10: 161197559X
• ISBN 13: 9781611975598
• Rilegatura: Copertina flessibile
• Numero di pagine: 401
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile