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nedic angelia; pang jong-shi; scutari gesualdo; sun ying; facchinei francisco (curatore); pang jong-shi (curatore) - multi-agent optimization
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Multi-agent Optimization Cetraro, Italy 2014

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 11/2018





Trama

This book contains three well-written research tutorials that inform the graduate reader about the forefront of current research in multi-agent optimization. These tutorials cover topics that have not yet found their way in standard books and offer the reader the unique opportunity to be guided by major researchers in the respective fields. Multi-agent optimization, lying at the intersection of classical optimization, game theory, and variational inequality theory, is at the forefront of modern optimization and has recently undergone a dramatic development. It seems timely to provide an overview that describes in detail ongoing research and important trends. This book concentrates on Distributed Optimization over Networks; Differential Variational Inequalities; and Advanced Decomposition Algorithms for Multi-agent Systems. This book will appeal to both mathematicians and mathematically oriented engineers and will be the source of inspiration for PhD students and researchers.




Sommario

Preface.- Distributed Optimization over Networks by Angelia Nedich. -  Five Lectures on Differential Variational Inequalities by Jong-Shi Pang. - Parallel and Distributed Successive Convex Approximation Methods for Big-Data Optimization by Gesualdo Scutari and Ying Sun.











Altre Informazioni

ISBN:

9783319971414

Condizione: Nuovo
Collana: Lecture Notes in Mathematics
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:VII, 310 p. 28 illus., 22 illus. in color.
Pagine Arabe: 310
Pagine Romane: vii


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