An Introduction to Convexity, Optimization, and Algorithms
Language: English
Published by Society for Industrial and Applied Mathematics,U.S., US, 2024
- Softcover
- New
Seller: Rarewaves.com UK, London, United KingdomRarewaves.com UK
AbeBooks seller since June 11, 2025
Condition: New
£ 51.88
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Add to basketItem description from seller
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.
Seller Inventory # LU-9781611977790
- Title
- An Introduction to Convexity, Optimization, and Algorithms
- Author
- Heinz H. Bauschke, Walaa M. Moursi
- Publisher
- Society for Industrial and Applied Mathematics,U.S., US
- Publication year
- 2024
- Condition
- New
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1611977797
- ISBN 13
- 9781611977790
- Item weight
- 272 grams
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.
"Synopsis" may belong to another edition of this title.
About the Author
Walaa M. Moursi is an assistant professor in the Department of Combinatorics and Optimization, University of Waterloo, Canada. Her research interests lie in convex analysis and optimization algorithms, particularly splitting algorithms. In 2022, she was awarded the Ontario Early Researcher Award.
"About the title" may belong to another edition of this title.
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