A survey of distributed optimization
In distributed optimization of multi-agent systems, agents cooperate to minimize a global
function which is a sum of local objective functions. Motivated by applications including …
function which is a sum of local objective functions. Motivated by applications including …
A distributed economic dispatch strategy for power–water networks
A power–water network consists of power plants, water plants, and coproduction plants,
which supply power and water collectively. Heterogeneous plants generally have different …
which supply power and water collectively. Heterogeneous plants generally have different …
Adaptive formation control of networked robotic systems with bearing-only measurements
In this article, we address the bearing-only formation control problem of 3-D networked
robotic systems with parametric uncertainties. The contributions of this article are two-fold: 1) …
robotic systems with parametric uncertainties. The contributions of this article are two-fold: 1) …
Distributed optimization for smart cyber-physical networks
The presence of embedded electronics and communication capabilities as well as sensing
and control in smart devices has given rise to the novel concept of cyber-physical networks …
and control in smart devices has given rise to the novel concept of cyber-physical networks …
Distributed online optimization for multi-agent networks with coupled inequality constraints
This article investigates the distributed online optimization problem over a multi-agent
network subject to local set constraints and coupled inequality constraints, which has a lot of …
network subject to local set constraints and coupled inequality constraints, which has a lot of …
Adaptive bearing-only formation tracking control for nonholonomic multiagent systems
In this article, we consider the formation tracking problem of nonholonomic multiagent
systems only using relative bearing measurements between the agents. Such a practical …
systems only using relative bearing measurements between the agents. Such a practical …
Distributed robust algorithm for economic dispatch in smart grids over general unbalanced directed networks
The increased complexity of modern energy network raises the necessity of flexible and
reliable methods for smart grid operation. To this end, this article is centered on the …
reliable methods for smart grid operation. To this end, this article is centered on the …
Privacy-preserving distributed online optimization over unbalanced digraphs via subgradient rescaling
In this article, we investigate a distributed online constrained optimization problem with
differential privacy where the network is modeled by an unbalanced digraph with a row …
differential privacy where the network is modeled by an unbalanced digraph with a row …
Distributed projection subgradient algorithm over time-varying general unbalanced directed graphs
This paper is concerned with a general class of distributed constrained optimization
problems over a multiagent network, where the global objective function is represented by …
problems over a multiagent network, where the global objective function is represented by …
Distributed dual gradient tracking for resource allocation in unbalanced networks
This paper proposes a distributed dual gradient tracking algorithm (DDGT) to solve resource
allocation problems over an unbalanced network, where each node in the network holds a …
allocation problems over an unbalanced network, where each node in the network holds a …