Augmented distributed optimization for networked systems

• Main Author: Xu, Jinming
• Other Authors: Soh Yeng Chai
• Format: Theses and Dissertations
• Language: English
• Published: 2016
• Subjects: DRNTU::Science::Mathematics::Applied mathematics::Optimization; DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Control engineering
• Online Access: https://hdl.handle.net/10356/68805
• Institution: Nanyang Technological University

The dissertation develops several new schemes and algorithms for solving distributed optimization problems in large-scale networked systems in which a group of agents are to collaboratively seek the global optimum through peer-to-peer communication networks. The problem arises in various application...