4.7 Article

Distributed Aggregative Optimization Over Multi-Agent Networks

Related references

Note: Only part of the references are listed.
Article Automation & Control Systems

Distributed Proximal Algorithms for Multiagent Optimization With Coupled Inequality Constraints

Xiuxian Li et al.

Summary: This article addresses distributed optimization problems over directed and time-varying networks, proposing a distributed proximal-based algorithm to solve the problem. The algorithm is shown to lead to the global optimal solution with a general step size, and the saddle-point running evaluation error vanishes proportionally to O(1/root k) with iteration number k. A simulation example is presented to demonstrate the effectiveness of the algorithm.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2021)

Article Automation & Control Systems

Distributed Newton's Method for Network Cost Minimization

Xuanyu Cao et al.

Summary: This article explores a novel generic network cost minimization problem, proposing a distributed variant of Newton's method to solve it, which demonstrates faster convergence and efficiency compared to alternative first-order optimization methods. Numerical simulations validate the effectiveness and superiority of the proposed algorithm, especially in cases of ill-conditioned cost functions. Complexity issues of the proposed distributed Newton's method and alternative first-order methods are also discussed.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2021)

Article Automation & Control Systems

Distributed Algorithms for Computing a Common Fixed Point of a Group of Nonexpansive Operators

Xiuxian Li et al.

Summary: This article discusses the problem of finding a common fixed point for a finite collection of nonexpansive operators in a time-varying multi-agent network. Distributed algorithms are proposed to solve this problem, with proofs of convergence and convergence rates provided. The algorithms are then further optimized to reduce computational complexity, with their effectiveness demonstrated through examples.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2021)

Article Automation & Control Systems

Distributed Second-Order Methods With Increasing Number of Working Nodes

Natasa Krklec Jerinkic et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2020)

Article Automation & Control Systems

Continuous-Time Integral Dynamics for a Class of Aggregative Games With Coupling Constraints

Claudio De Persis et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2020)

Article Automation & Control Systems

Constraint-Coupled Distributed Optimization: A Relaxation and Duality Approach

Ivano Notarnicola et al.

IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS (2020)

Article Engineering, Electrical & Electronic

Distributed Nonlinear Estimation Over Unbalanced Directed Networks

Min Meng et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2020)

Article Automation & Control Systems

Distributed continuous-time algorithm for a general nonsmooth monotropic optimization problem

Xiuxian Li et al.

INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL (2019)

Article Automation & Control Systems

Optimal distributed stochastic mirror descent for strongly convex optimization

Deming Yuan et al.

AUTOMATICA (2018)

Article Automation & Control Systems

Convergence of Asynchronous Distributed Gradient Methods Over Stochastic Networks

Jinming Xu et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2018)

Article Automation & Control Systems

A Bregman Splitting Scheme for Distributed Optimization Over Networks

Jinming Xu et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2018)

Article Automation & Control Systems

Harnessing Smoothness to Accelerate Distributed Optimization

Guannan Qu et al.

IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS (2018)

Article Automation & Control Systems

A Multi-Agent System With a Proportional-Integral Protocol for Distributed Constrained Optimization

Shaofu Yang et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2017)

Article Automation & Control Systems

Asynchronous Distributed Optimization Via Randomized Dual Proximal Gradient

Ivano Notarnicola et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2017)

Article Automation & Control Systems

Distributed Saddle-Point Subgradient Algorithms With Laplacian Averaging

David Mateos-Nunez et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2017)

Article Automation & Control Systems

Constrained Consensus Algorithms With Fixed Step Size for Distributed Convex Optimization Over Multiagent Networks

Qingshan Liu et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2017)

Article Automation & Control Systems

Distributed Continuous-Time Optimization: Nonuniform Gradient Gains, Finite-Time Convergence, and Convex Constraint Set

Peng Lin et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2017)

Article Mathematics, Applied

ACHIEVING GEOMETRIC CONVERGENCE FOR DISTRIBUTED OPTIMIZATION OVER TIME-VARYING GRAPHS

Angelia Nedic et al.

SIAM JOURNAL ON OPTIMIZATION (2017)

Proceedings Paper Automation & Control Systems

A Duality-Based Approach for Distributed Optimization with Coupling Constraints

Ivan Notarnicola et al.

IFAC PAPERSONLINE (2017)

Article Automation & Control Systems

Distributed Nash equilibrium seeking for aggregative games with coupled constraints

Shu Liang et al.

AUTOMATICA (2017)

Article Automation & Control Systems

Dual decomposition for multi-agent distributed optimization with coupling constraints*

Alessandro Falsone et al.

AUTOMATICA (2017)

Article Automation & Control Systems

Convergence rate analysis of distributed optimization with projected subgradient algorithm

Shuai Liu et al.

AUTOMATICA (2017)

Article Automation & Control Systems

Linear Convergence Rate of a Class of Distributed Augmented Lagrangian Algorithms

Dusan Jakovetic et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2015)

Article Mathematics, Applied

EXTRA: AN EXACT FIRST-ORDER ALGORITHM FOR DECENTRALIZED CONSENSUS OPTIMIZATION

Wei Shi et al.

SIAM JOURNAL ON OPTIMIZATION (2015)

Article Automation & Control Systems

Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method

Tsung-Hui Chang et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2014)

Article Automation & Control Systems

Fast Distributed Gradient Methods

Dusan Jakovetic et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2014)

Article Engineering, Electrical & Electronic

On the Linear Convergence of the ADMM in Decentralized Consensus Optimization

Wei Shi et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2014)

Article Automation & Control Systems

Distributed Strategies for Generating Weight-Balanced and Doubly Stochastic Digraphs

Bahman Gharesifard et al.

EUROPEAN JOURNAL OF CONTROL (2012)

Article Automation & Control Systems

On Distributed Convex Optimization Under Inequality and Equality Constraints

Minghui Zhu et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2012)

Article Engineering, Electrical & Electronic

Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks

Jianshu Chen et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2012)

Article Automation & Control Systems

Constrained Consensus and Optimization in Multi-Agent Networks

Angelia Nedic et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2010)

Article Automation & Control Systems

Distributed Subgradient Methods for Multi-Agent Optimization

Angelia Nedic et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2009)

Article Computer Science, Theory & Methods

Distributed average consensus with least-mean-square deviation

Lin Xiao et al.

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING (2007)