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

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

Brossura

ISBN 10: 1611977797 ISBN 13: 9781611977790

Casa editrice: Unknown Authors, 2024

Riassunto

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.

Dettagli dell'edizione

• 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