{"title":"Consensus Protocols in Networks With 1-to-$n$ Joint-Agent Interactions","authors":"David Angeli;Sabato Manfredi","doi":"10.1109/TAC.2024.3462551","DOIUrl":null,"url":null,"abstract":"In the scientific literature of the past two decades many conditions to assess consensus-ability in multiagent networks with 1-to-1 interactions have been proposed. More recently the framework has been extended to include the <inline-formula><tex-math>$m$</tex-math></inline-formula>-to-1 type-interactions, referred as joint-agent interactions. In this article, we consider a novel framework of networks with 1-to-<inline-formula><tex-math>$n$</tex-math></inline-formula> interactions, potentially extendable to <inline-formula><tex-math>$m$</tex-math></inline-formula>-to-<inline-formula><tex-math>$n$</tex-math></inline-formula> ones, and formulate sufficient and necessary analytical conditions for consensus-ability. The considered interactions may also well represent the heterophilous dynamics in opinion and social systems. Finally, shedding light on the scenario of 1-to-<inline-formula><tex-math>$n$</tex-math></inline-formula> interactions could inspire the formulation of new distributed algorithms to be exploited in engineering applications.","PeriodicalId":13201,"journal":{"name":"IEEE Transactions on Automatic Control","volume":"70 2","pages":"1273-1280"},"PeriodicalIF":7.0000,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Automatic Control","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10681523/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
In the scientific literature of the past two decades many conditions to assess consensus-ability in multiagent networks with 1-to-1 interactions have been proposed. More recently the framework has been extended to include the $m$-to-1 type-interactions, referred as joint-agent interactions. In this article, we consider a novel framework of networks with 1-to-$n$ interactions, potentially extendable to $m$-to-$n$ ones, and formulate sufficient and necessary analytical conditions for consensus-ability. The considered interactions may also well represent the heterophilous dynamics in opinion and social systems. Finally, shedding light on the scenario of 1-to-$n$ interactions could inspire the formulation of new distributed algorithms to be exploited in engineering applications.
在过去二十年的科学文献中,已经提出了许多条件来评估具有1对1相互作用的多智能体网络的共识性。最近,该框架已扩展到包括$m$ to 1类型的交互,称为联合代理交互。在本文中,我们考虑了一个具有1到-$n$交互作用的网络框架,它可能扩展到$m到-$n$交互作用,并制定了共识性的充分和必要的分析条件。所考虑的相互作用也可能很好地代表了意见和社会系统中的异恋动态。最后,揭示1到n交互的场景可以激发在工程应用中开发的新分布式算法的制定。
期刊介绍:
In the IEEE Transactions on Automatic Control, the IEEE Control Systems Society publishes high-quality papers on the theory, design, and applications of control engineering. Two types of contributions are regularly considered:
1) Papers: Presentation of significant research, development, or application of control concepts.
2) Technical Notes and Correspondence: Brief technical notes, comments on published areas or established control topics, corrections to papers and notes published in the Transactions.
In addition, special papers (tutorials, surveys, and perspectives on the theory and applications of control systems topics) are solicited.