An Introduction to Convexity, Optimization, and Algorithms: 34 - Brossura

Heinz H. Bauschke (author) & Walaa M. Moursi (author)

 
9781611977790: An Introduction to Convexity, Optimization, and Algorithms: 34
Brossura
ISBN 10: 1611977797 ISBN 13: 9781611977790
Casa editrice: Unknown Authors, 2024

Sinossi

This concise, self-contained volume introduces convex analysis and optimization algorithms, with an emphasis on bridging the two areas. It explores cutting-edge algorithms--such as the proximal gradient, Douglas-Rachford, Peaceman-Rachford, and FISTA--that have applications in machine learning, signal processing, image reconstruction, and other fields.

An Introduction to Convexity, Optimization, and Algorithms contains algorithms illustrated by Julia examples and more than 200 exercises that enhance the reader's understanding of the topic. Clear explanations and step-by-step algorithmic descriptions facilitate self-study for individuals looking to enhance their expertise in convex analysis and optimization.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
Unknown Authors
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
1611977797
ISBN 13 
9781611977790
Rilegatura
Copertina flessibile
Numero di pagine
186
Contatto del produttore
non disponibile
Persona responsabile
non disponibile