Gradient-free distributed optimization and nash equilibrium seeking

With the prevalence of multi-agent system concept, there is a strong interest to investigate the optimization and game problems among multiple agents or decision-makers. With the increase of the data size, computational burden and network complexity, solving these problems in a distributed manner ha...

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Bibliographic Details
Main Author: Pang, Yipeng
Other Authors: Hu, Guoqiang
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/143354