Distributed Optimization Algorithms in Large-Scale Directed Networks

Xi, Chenguang.

2017-04-18T11:39:44.864Z

Description
  • Abstract: In the interconnected world of today, distributed computation and optimization over large-scale multi-agents networks are ubiquitous. The applications can be found in various fields ranging from machine learning, signal processing, to computational finance. The increasing interest in distributed optimization is further motivated by the emergence of big data application. In one aspect, la... read more
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