Multi-agent optimization. Cetraro, Italy 2014. Lecture notes given at the summer school, Cetraro, Italy, June 23–28, 2014. (English) Zbl 1404.90011
Lecture Notes in Mathematics 2224. CIME Foundation Subseries. Cham: Springer; Florence: Fondazione CIME (ISBN 978-3-319-97141-4/pbk; 978-3-319-97142-1/ebook). vii, 308 p. (2018).
Show indexed articles as search result.
Publisher’s description: This book contains three well-written research tutorials that will allow the reader to easily get to 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 researchersThe articles of this volume will be reviewed individually.
Indexed articles:
Nedić, Angelia, Distributed optimization over networks, 1-84 [Zbl 1461.90160]
Pang, Jong-Shi, Five lectures on differential variational inequalities, 85-139 [Zbl 1419.49017]
Scutari, Gesualdo; Sun, Ying, Parallel and distributed successive convex approximation methods for big-data optimization, 141-308 [Zbl 1461.90101]
MSC:
90-06 | Proceedings, conferences, collections, etc. pertaining to operations research and mathematical programming |
90Bxx | Operations research and management science |
90C29 | Multi-objective and goal programming |
90C90 | Applications of mathematical programming |