Impact of the Effect Term on Convergence Speed in Multi-Agent Systems

The primary objective of this study is to analyze the speed at which the system reaches consensus in multi-agent systems (MASs) when the effect term (ET) is either present or absent. By examining this, the research seeks to understand how the ET impacts the overall effectiveness and efficiency of the system in achieving a unified agreement or goal among the agents. This involves evaluating whether the ET accelerates or decelerates the consensus process and determining its role in the performance dynamics of the MAS. The insights gained from this analysis could provide valuable information on optimizing MAS configurations for better coordination and control in various applications.

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Publication Details

Published
2024-11-05
DOI
https://doi.org/10.1109/iccia65044.2024.10768135
Primary Topic
Mathematical and Theoretical Epidemiology and Ecology Models
Type
article
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article

Impact of the Effect Term on Convergence Speed in Multi-Agent Systems

Iman Zamani, Zohreh Abbasi, Mohsen Shafieirad, Amir Hossein Amiri Mehra
Mathematical and Theoretical Epidemiology and Ecology Models
article

Impact of the Effect Term on Convergence Speed in Multi-Agent Systems

Iman Zamani, Zohreh Abbasi, Mohsen Shafieirad, Amir Hossein Amiri Mehra
article en

Abstract

The primary objective of this study is to analyze the speed at which the system reaches consensus in multi-agent systems (MASs) when the effect term (ET) is either present or absent. By examining this, the research seeks to understand how the ET impacts the overall effectiveness and efficiency of the system in achieving a unified agreement or goal among the agents. This involves evaluating whether the ET accelerates or decelerates the consensus process and determining its role in the performance dynamics of the MAS. The insights gained from this analysis could provide valuable information on optimizing MAS configurations for better coordination and control in various applications.

University of Kashan (IR), Shahed University (IR)
Openalex Percentile: Top 67%
Mathematical and Theoretical Epidemiology and Ecology Models
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