The Moment-sos Hierarchy: Lectures in Probability, Statistics, Computational Geometry, Control and Nonlinear Pdes: 4 - Rilegato

Henrion, Didier; Korda, Milan; Lasserre, Jean Bernard

Rilegato

ISBN 10: 1786348535 ISBN 13: 9781786348531

Casa editrice: World Scientific Pub Co Inc, 2020

Riassunto

The moment-SOS hierarchy is a powerful methodology that is used to solve the Generalized Moment Problem (GMP) where the list of applications in various areas of Science and Engineering is almost endless. Initially designed for solving polynomial optimization problems (the simplest example of the GMP), it applies to solving any instance of the GMP whose description only involves semi-algebraic functions and sets. It consists of solving a sequence (a hierarchy) of convex relaxations of the initial problem, and each convex relaxation is a semidefinite program whose size increases in the hierarchy.

Dettagli dell?edizione

• Editore: World Scientific Pub Co Inc
• Data di pubblicazione: 2020
• Lingua: Inglese
• ISBN 10: 1786348535
• ISBN 13: 9781786348531
• Rilegatura: Copertina rigida
• Numero di pagine: 224
• Contatto del produttore: non disponibile