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

Libro 2 di 2: Series on Optimization and its Applications

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

 
9781786348531: The Moment-sos Hierarchy: Lectures in Probability, Statistics, Computational Geometry, Control and Nonlinear Pdes: 4
Rilegato
ISBN 10: 1786348535 ISBN 13: 9781786348531
Casa editrice: World Scientific Pub Co Inc, 2020

Sinossi

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.

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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
Persona responsabile
non disponibile