Large-Scale and Distributed Optimization

• Corporate Author: SpringerLink (Online service)
• Other Authors: Giselsson, Pontus (Editor, http://id.loc.gov/vocabulary/relators/edt), Rantzer, Anders (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Lecture Notes in Mathematics, 2227
• Subjects: Mathematical optimization.; Control engineering.; Electrical engineering.; Optimization.; Control and Systems Theory.; Communications Engineering, Networks.

This book presents tools and methods for large-scale and distributed optimization. Since many methods in "Big Data" fields rely on solving large-scale optimization problems, often in distributed fashion, this topic has over the last decade emerged to become very important. As well as speci...