.png){kind=icon}
返回
A Predefined-Time Consensus Algorithm of Multi-Agent System for Distributed Constrained Optimization
.png){kind=icon}
PRE
AI
DOI：10.1109/TNSE.2023.3311047.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
This article proposes a multi-agent system with predefined-time consensus to solve distributed optimization problem subject to inconsistent constraint sets. 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. Compared to the system with finite time consensus, the proposed system has a fixed time consensus that can be estimated in advance. The suggested system for distributed constrained optimization not requires objective functions have a specific form and smooth. It suitable for the problem with bounded sub-differential of objective function and unbound gradient of objective function. Simulation results validate the theoretical analysis.
Keyword:
Linear programming
Optimization
Convergence
Resource management
Privacy
Multi-agent systems
Sensors
Optimal solution
multi-agent system
distributed constrained optimization
fixed-time consensus
communication network
期刊
I
IF:
7.9
论文数:
2.6K
被引数:
10.0K
机构
引用论文
Pheochromocytoma Crisis Caused by Contemporary Ergotamine, Caffeine, and Nimesulide Administration
.png){kind=icon}
PREAI
分享收藏Distributed Optimization for Multiagent Systems: An Edge-Based Fixed-Time Consensus Approach多代理系统的分布式优化: 基于边缘的固定时间共识方法
PREAI
分享收藏分享收藏Distributed Continuous-Time Algorithms for Resource Allocation Problems Over Weight-Balanced Digraphs权重平衡有向图上资源分配问题的分布式连续时间算法
PREAI
分享收藏Fixed-Time and Prescribed-Time Consensus Control of Multiagent Systems and Its Applications: A Survey of Recent Trends and Methodologies多智能体系统的固定时间和规定时间共识控制及其应用: 近期趋势和方法综述
PREAI
分享收藏Initialization-Free Distributed Fixed-Time Convergent Algorithms for Optimal Resource Allocation
PREAI
分享收藏
查看更多内容