Distributed Clustering Algorithm for Energy Efficiency and Load-Balance in Large-Scale Multi-Agent Systems

被引：0

作者：

LU Shaolei

FANG Hao

WEI Yue

机构：

[1] DepartmentofAutomation,BeijingInstituteofTechnology

来源：

JournalofSystemsScience&Complexity | 2018年 / 31卷 / 01期

关键词：

Clustering algorithm; distributed algorithm; energy efficiency; load-balance; multi-agent system;

D O I：

暂无

中图分类号：

TP18 [人工智能理论]; TP311.13 [];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ; 1201 ;

摘要：

To improve the energy efficiency and load-balance in large-scale multi-agent systems, a large-scale distributed cluster algorithm is proposed. At first, a parameter describing the spatial distribution of agents is designed to assess the information spreading capability of an agent. Besides, a competition resolution mechanism is proposed to tackle the competition problem in large-scale multiagent systems. Thus, the proposed algorithm can balance the load, adjust the system network locally and dynamically, reduce system energy consumption. Finally, simulations are presented to demonstrate the superiority of the proposed algorithm.

引用

页码：234 / 243

页数：10

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