Výsledky vyhledávání - "distributed constrained optimization"

Primal–dual algorithm for distributed constrained optimization Autor Lei, Jinlong, Chen, Han-Fu, Fang, Hai-Tao

“…The paper studies a distributed constrained optimization problem, where multiple agents connected in a network collectively minimize the sum of individual objective functions subject to a global…”
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A Collective Neurodynamic Approach to Distributed Constrained Optimization Autor Liu, Qingshan, Yang, Shaofu, Wang, Jun

“…) for distributed constrained optimization. The objective function of the distributed optimization problems to be solved is a sum of local convex objective functions, which may be…”
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A Multi-Agent System With a Proportional-Integral Protocol for Distributed Constrained Optimization Autor Yang, Shaofu, Liu, Qingshan, Wang, Jun

“…This technical note presents a continuous-time multi-agent system for distributed optimization with an additive objective function composed of individual objective functions subject to bound, equality…”
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Regularized Primal-Dual Subgradient Method for Distributed Constrained Optimization Autor Deming Yuan, Ho, Daniel W. C., Shengyuan Xu

“…In this paper, we study the distributed constrained optimization problem where the objective function is the sum of local convex cost functions of distributed nodes in a network, subject to a global…”
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Distributed Constrained Optimization and Consensus in Uncertain Networks via Proximal Minimization Autor Margellos, Kostas, Falsone, Alessandro, Garatti, Simone, Prandini, Maria

“…We provide a unifying framework for distributed convex optimization over time-varying networks, in the presence of constraints and uncertainty, features that…”
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Distributed constrained optimization over unbalanced graphs and delayed gradient Autor Huang, Qing, Fan, Yuan, Cheng, Songsong

“…In this paper, we investigate a distributed constrained optimization problem subject to convex, closed, and nonidentical set constraints over unbalanced graphs, where each agent has local access…”
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Distributed constrained optimization problem of heterogeneous linear multi-agent systems with communication delays Autor Liu, Pin, Xiao, Feng, Wei, Bo, Wang, Aiping

“…This paper addresses the constrained distributed optimization problem of heterogeneous linear multi-agent systems, where the agents with linear dynamics are subject to local set constraints, global…”
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A Predefined-Time Consensus Algorithm of Multi-Agent System for Distributed Constrained Optimization Autor Li, Kaixuan, Hu, Qilong, Liu, Qingshan, Zeng, Zhigang, Cheng, Fan

“… Under some derived conditions, the predefined-time consensus of multi-agent system is guaranteed. Meanwhile, the states of agents are convergent with consensus to an optimal solution of the distributed constrained optimization…”
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Privacy-Preserving Dual Stochastic Push-Sum Algorithm for Distributed Constrained Optimization Autor Gu, Chuanye, Jiang, Lin, Li, Jueyou, Wu, Zhiyou

“…This paper investigates a private distributed optimization problem over a multi-agent network, where the goal is to cooperatively minimize the sum of all locally convex cost functions subject…”
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An Event-Based Delayed Projection Row-Stochastic Method for Distributed Constrained Optimization Over Time-Varying Graphs Autor Xing, Mingqi, Ma, Dazhong, Zhang, Huaguang, Xie, Xiangpeng

“…This article investigates the distributed constrained optimization problem with event-triggered communication over time-varying weight-unbalanced directed graphs…”
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Momentum-based distributed resource scheduling optimization subject to sector-bound nonlinearity and latency Autor Doostmohammadian, Mohammadreza, Gabidullina, Zulfiya R., Rabiee, Hamid R.

“…This paper proposes an accelerated consensus-based distributed iterative algorithm for resource allocation and scheduling. The proposed gradient-tracking…”
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Distributed automatic generation control subject to ramp-rate-limits: Anytime feasibility and uniform network-connectivity Autor Doostmohammadian, Mohammadreza, Rabiee, Hamid R.

“…This paper considers automatic generation control over an information-sharing network of communicating generators as a multi-agent system. The optimization…”
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Distributed Constrained Optimization for Linear Heterogeneous Multi-Agent Systems Subject to False Data Injection Attacks Autor Yang, Yanping, Xiong, Yuxin

“…This paper investigates the problem of distributed constrained optimization for linear heterogeneous multi-agent systems (MASs…”
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Distributed Primal-Dual Method for Convex Optimization With Coupled Constraints Autor Su, Yanxu, Wang, Qingling, Sun, Changyin

“… The majority of existing results focus on the problems with decoupled constraints. Some recent works have studied the problems subject to separable globally coupled constraints…”
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Distributed Constrained Optimization with Uncoordinated Step Sizes: A Case Study on Ethylene Plant Autor Liu, Bing, Li, Zhongmei, Du, Wenli

“… Firstly, an "Adapt-Then-Combine Distributed Inexact Gradient tracking subject to Inequality Constraints (ATC-DIGing-IC…”
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Continuous-time online distributed constrained optimization via unbalanced digraphs Autor Lu, Kaihong, Xu, Hang

“…In this paper, online distributed constrained optimization is investigated by employing a continuous-time multi-agent systems…”
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Distributed Optimization Under Unbalanced Digraphs With Node Errors: Robustness of Surplus-Based Dual Averaging Algorithm Autor Shi, Chong-Xiao, Yang, Guang-Hong

“…In this article, the robustness of distributed constrained optimization algorithms for weight-unbalanced directed multiagent networks is studied…”
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Distributed Constrained Optimization Using a Projected Differential Inclusion Autor Zeng, Xianlin, Yi, Peng, Chen, Jie

“… The objective functions may be nonmsooth and the variable is subject to set constraints. This paper proposes a distributed continuous-time solver based on stability theory and optimization theory…”
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Primal-Dual Algorithm for Distributed Constrained Optimization Autor Lei, Jinlong, Han-Fu, Chen, Hai-Tao, Fang

“…The paper studies a distributed constrained optimization problem, where multiple agents connected in a network collectively minimize the sum of individual objective functions subject to a global…”
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Multiplicative Weights Update as a Distributed Constrained Optimization Algorithm: Convergence to Second-order Stationary Points Almost Always Autor Panageas, Ioannis, Piliouras, Georgios, Wang, Xiao

“…Non-concave maximization has been the subject of much recent study in the optimization and machine learning communities, specifically in deep learning…”
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