An Introduction to Polynomial and Semi-Algebraic Optimization
Language: English
Published by Cambridge University Press, GB, 2015
Series: Book 33 of 44 - Cambridge Texts in Applied Mathematics
- Softcover
- New
Seller: Rarewaves.com USA, London, London, United KingdomRarewaves.com USA
AbeBooks seller since June 11, 2025
Condition: New
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This is the first comprehensive introduction to the powerful moment approach for solving global optimization problems (and some related problems) described by polynomials (and even semi-algebraic functions). In particular, the author explains how to use relatively recent results from real algebraic geometry to provide a systematic numerical scheme for computing the optimal value and global minimizers. Indeed, among other things, powerful positivity certificates from real algebraic geometry allow one to define an appropriate hierarchy of semidefinite (SOS) relaxations or LP relaxations whose optimal values converge to the global minimum. Several extensions to related optimization problems are also described. Graduate students, engineers and researchers entering the field can use this book to understand, experiment with and master this new approach through the simple worked examples provided.
Seller Inventory # LU-9781107630697
- Title
- An Introduction to Polynomial and Semi-Algebraic Optimization
- Author
- Jean Bernard Lasserre
- Publisher
- Cambridge University Press, GB
- Publication year
- 2015
- Condition
- New
- Binding
- Paperback
- Language
- English
- ISBN 10
- 110763069X
- ISBN 13
- 9781107630697
- Item weight
- 500 grams
- Series
- Book 33 of 44: Cambridge Texts in Applied Mathematics
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Rarewaves.com USA
London, London, United Kingdom
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