Multiagent System With Periodic and Event-Triggered Communications for Solving Distributed Resource Allocation Problem

This article mainly investigates how to reduce the communication cost in multiagent system (MAS) for distributed optimization. First, a continuous-time distributed optimization model based on MAS is proposed for resource allocation (RA) with periodic communication. All agents in the system do not ne...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	IEEE transactions on systems, man, and cybernetics. Systems Ročník 53; číslo 10; s. 1 - 12
Hlavní autori:	Li, Kaixuan, Liu, Qingshan, Zeng, Zhigang
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.10.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Constraint modelling Convergence Costs Distributed optimization event-triggered communication Linear programming Multi-agent systems multiagent system (MAS) Multiagent systems Optimization Optimization models Resource allocation resource allocation (RA) Resource management Technological innovation
ISSN:	2168-2216, 2168-2232
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Abstract	This article mainly investigates how to reduce the communication cost in multiagent system (MAS) for distributed optimization. First, a continuous-time distributed optimization model based on MAS is proposed for resource allocation (RA) with periodic communication. All agents in the system do not need to be in constant contact with their neighbors, but contact at set intervals. This will greatly reduce the communication consumption of the system. Second, to further reduce the communication cost, MAS with event-triggered communication is proposed based on periodic communication. It is proved that the system is convergent to an optimal solution of the investigated problem subject to bound and equality constraints. Finally, two examples with simulations are given to verify the performance of the proposed system.
AbstractList	This article mainly investigates how to reduce the communication cost in multiagent system (MAS) for distributed optimization. First, a continuous-time distributed optimization model based on MAS is proposed for resource allocation (RA) with periodic communication. All agents in the system do not need to be in constant contact with their neighbors, but contact at set intervals. This will greatly reduce the communication consumption of the system. Second, to further reduce the communication cost, MAS with event-triggered communication is proposed based on periodic communication. It is proved that the system is convergent to an optimal solution of the investigated problem subject to bound and equality constraints. Finally, two examples with simulations are given to verify the performance of the proposed system.
Author	Liu, Qingshan Li, Kaixuan Zeng, Zhigang
Author_xml	– sequence: 1 givenname: Kaixuan orcidid: 0000-0002-4539-0335 surname: Li fullname: Li, Kaixuan organization: Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui University, Hefei, China – sequence: 2 givenname: Qingshan orcidid: 0000-0001-7672-5129 surname: Liu fullname: Liu, Qingshan organization: Frontiers Science Center for Mobile Information Communication and Security, School of Mathematics, Southeast University, Nanjing, China – sequence: 3 givenname: Zhigang orcidid: 0000-0003-4587-3588 surname: Zeng fullname: Zeng, Zhigang organization: School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China
BookMark	eNp9kE1LxDAQhoMo-PkDBA8Bz10zSZs2R1k_QVHcFY8lTadrpG00SRf239t1RcSDpxmY550Znn2y3bseCTkGNgFg6mw-u59OOONiIngBioktssdBFgnngm__9CB3yVEIb4wx4IUUTO6R5f3QRqsX2Ec6W4WIHX2x8ZU-oreutobqvqaXy3GczL1dLNBjTaeu64beGh2t6wNtnKcz1y5tv6AXNkRvqyGO2BMGN3iD9Lxt3Qamj95VLXaHZKfRbcCj73pAnq8u59Ob5O7h-nZ6fpcYrtKY5KZhsq6ymqHOVVGkaS0NqyBTGWiJuq61qphSwLKmkFqjaTgCYMaMqKoGxAE53ex99-5jwBDLt_GlfjxZjgYyptIc0pHKN5TxLgSPTWls_Po3em3bEli59lyuPZdrz-W35zEJf5Lv3nbar_7NnGwyFhF_8ZAJmSvxCbJ9jVU
CODEN	ITSMFE
CitedBy_id	crossref_primary_10_1109_ACCESS_2023_3321269 crossref_primary_10_1002_asjc_3614 crossref_primary_10_1007_s13042_025_02747_1 crossref_primary_10_1016_j_ins_2025_122138 crossref_primary_10_1109_JIOT_2025_3573332 crossref_primary_10_1109_TNSM_2025_3570091
Cites_doi	10.1007/s10957-006-9080-1 10.1007/978-1-4613-0163-9 10.1109/TSP.2011.2146776 10.1109/TCYB.2017.2766762 10.1109/TSMC.2018.2859364 10.1109/TAC.2010.2041686 10.1109/TCYB.2017.2726102 10.1109/TSMC.2019.2931846 10.1109/TCNS.2016.2585305 10.1109/TCYB.2017.2759141 10.1109/ICCA.2016.7505245 10.1109/TCYB.2018.2839912 10.1016/j.sysconle.2015.06.006 10.1109/ChiCC.2014.6896894 10.1109/CDC.2018.8618989 10.1109/TWC.2015.2402672 10.1109/TCYB.2017.2713387 10.1109/TSMC.2019.2898551 10.1016/S0167-6377(96)00039-9 10.1016/j.automatica.2015.03.001 10.1145/1031495.1031518 10.1109/TCNS.2015.2399191 10.1109/TAC.2015.2416927 10.1137/S1052623499362111 10.1109/TCYB.2018.2869249 10.1109/TAC.2013.2278132 10.1007/978-1-4612-0039-0 10.1109/TAC.2008.2009515 10.1109/TNNLS.2013.2244908 10.1016/j.neucom.2017.09.079 10.1109/TAC.1986.1104412 10.1016/j.neucom.2018.03.036 10.1016/j.automatica.2015.11.015 10.1109/TSMC.2017.2694323 10.1016/j.automatica.2016.08.007 10.1109/TAC.2009.2037460 10.1016/j.jfranklin.2018.02.009 10.1137/17M1118609 10.1016/j.neucom.2017.01.021
ContentType	Journal Article
Copyright	Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023
Copyright_xml	– notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023
DBID	97E RIA RIE AAYXX CITATION 7SC 7SP 7TB 8FD FR3 H8D JQ2 L7M L~C L~D
DOI	10.1109/TSMC.2023.3281903
DatabaseName	IEEE Xplore (IEEE) IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Electronic Library (IEL) CrossRef Computer and Information Systems Abstracts Electronics & Communications Abstracts Mechanical & Transportation Engineering Abstracts Technology Research Database Engineering Research Database Aerospace Database ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional
DatabaseTitle	CrossRef Aerospace Database Technology Research Database Computer and Information Systems Abstracts – Academic Mechanical & Transportation Engineering Abstracts Electronics & Communications Abstracts ProQuest Computer Science Collection Computer and Information Systems Abstracts Engineering Research Database Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Professional
DatabaseTitleList	Aerospace Database
Database_xml	– sequence: 1 dbid: RIE name: IEEE/IET Electronic Library (IEL) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher
DeliveryMethod	fulltext_linktorsrc
Discipline	Engineering
EISSN	2168-2232
EndPage	12
ExternalDocumentID	10_1109_TSMC_2023_3281903 10153679
Genre	orig-research
GrantInformation_xml	– fundername: National Natural Science Foundation of China grantid: 62276062; U1913602; 61936004 funderid: 10.13039/501100001809 – fundername: Key Program of Natural Science Project of Educational Commission of Anhui Province grantid: 2022AH050100 – fundername: Innovation Group Project of the National Natural Science Foundation of China grantid: 61821003 – fundername: Technology Innovation Project of Hubei Province of China grantid: 2019AEA171 – fundername: 111 Project on Computational Intelligence and Intelligent Control grantid: B18024
GroupedDBID	0R~ 6IK 97E AAJGR AARMG AASAJ AAWTH ABAZT ABQJQ ABVLG ACGFS ACIWK AGQYO AHBIQ AKJIK AKQYR ALMA_UNASSIGNED_HOLDINGS BEFXN BFFAM BGNUA BKEBE BPEOZ EBS HZ~ IFIPE IPLJI JAVBF M43 O9- OCL PQQKQ RIA RIE RNS AAYXX AGSQL CITATION EJD 7SC 7SP 7TB 8FD FR3 H8D JQ2 L7M L~C L~D
ID	FETCH-LOGICAL-c294t-7cf06db5d0ea798844d6c0b15951a6eadda9b099105f86aaecf2e11e50c3bbf13
IEDL.DBID	RIE
ISICitedReferencesCount	7
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001019458200001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	2168-2216
IngestDate	Mon Jun 30 05:15:30 EDT 2025 Tue Nov 18 20:52:05 EST 2025 Sat Nov 29 03:45:49 EST 2025 Wed Aug 27 02:56:48 EDT 2025
IsPeerReviewed	true
IsScholarly	true
Issue	10
Language	English
License	https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html https://doi.org/10.15223/policy-029 https://doi.org/10.15223/policy-037
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c294t-7cf06db5d0ea798844d6c0b15951a6eadda9b099105f86aaecf2e11e50c3bbf13
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
ORCID	0000-0003-4587-3588 0000-0002-4539-0335 0000-0001-7672-5129
PQID	2865094714
PQPubID	75739
PageCount	12
ParticipantIDs	proquest_journals_2865094714 crossref_citationtrail_10_1109_TSMC_2023_3281903 crossref_primary_10_1109_TSMC_2023_3281903 ieee_primary_10153679
PublicationCentury	2000
PublicationDate	2023-10-01
PublicationDateYYYYMMDD	2023-10-01
PublicationDate_xml	– month: 10 year: 2023 text: 2023-10-01 day: 01
PublicationDecade	2020
PublicationPlace	New York
PublicationPlace_xml	– name: New York
PublicationTitle	IEEE transactions on systems, man, and cybernetics. Systems
PublicationTitleAbbrev	TSMC
PublicationYear	2023
Publisher	IEEE The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml	– name: IEEE – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References	ref13 ref35 ref12 ref34 ref15 ref37 ref14 ref31 nedi? (ref3) 2001; 12 ref30 ref11 ref33 ref10 ref32 ref2 ref1 ref17 ref39 ref16 ref38 ref19 ref18 ref24 ref23 ref26 ref25 ref20 ref22 ref21 ref28 kinderlehrer (ref36) 1982 ref27 ref29 ref8 nedi? (ref6) 2010; 55 ref7 nedi? (ref5) 2009; 54 ref9 ref4 ref40
References_xml	– ident: ref4 doi: 10.1007/s10957-006-9080-1 – ident: ref35 doi: 10.1007/978-1-4613-0163-9 – ident: ref21 doi: 10.1109/TSP.2011.2146776 – ident: ref13 doi: 10.1109/TCYB.2017.2766762 – ident: ref9 doi: 10.1109/TSMC.2018.2859364 – volume: 55 start-page: 922 year: 2010 ident: ref6 article-title: Constrained consensus and optimization in multi-agent networks publication-title: IEEE Trans Autom Control doi: 10.1109/TAC.2010.2041686 – ident: ref14 doi: 10.1109/TCYB.2017.2726102 – ident: ref19 doi: 10.1109/TSMC.2019.2931846 – ident: ref30 doi: 10.1109/TCNS.2016.2585305 – ident: ref24 doi: 10.1109/TCYB.2017.2759141 – ident: ref33 doi: 10.1109/ICCA.2016.7505245 – ident: ref10 doi: 10.1109/TCYB.2018.2839912 – ident: ref20 doi: 10.1016/j.sysconle.2015.06.006 – ident: ref22 doi: 10.1109/ChiCC.2014.6896894 – ident: ref27 doi: 10.1109/CDC.2018.8618989 – ident: ref16 doi: 10.1109/TWC.2015.2402672 – ident: ref12 doi: 10.1109/TCYB.2017.2713387 – ident: ref18 doi: 10.1109/TSMC.2019.2898551 – ident: ref2 doi: 10.1016/S0167-6377(96)00039-9 – ident: ref25 doi: 10.1016/j.automatica.2015.03.001 – ident: ref40 doi: 10.1145/1031495.1031518 – ident: ref39 doi: 10.1109/TCNS.2015.2399191 – ident: ref23 doi: 10.1109/TAC.2015.2416927 – volume: 12 start-page: 109 year: 2001 ident: ref3 article-title: Incremental subgradient methods for nondifferentiable optimization publication-title: SIAM J Optim doi: 10.1137/S1052623499362111 – ident: ref11 doi: 10.1109/TCYB.2018.2869249 – ident: ref7 doi: 10.1109/TAC.2013.2278132 – ident: ref38 doi: 10.1007/978-1-4612-0039-0 – volume: 54 start-page: 48 year: 2009 ident: ref5 article-title: Distributed subgradient methods for multi-agent optimization publication-title: IEEE Trans Autom Control doi: 10.1109/TAC.2008.2009515 – ident: ref37 doi: 10.1109/TNNLS.2013.2244908 – ident: ref31 doi: 10.1016/j.neucom.2017.09.079 – ident: ref1 doi: 10.1109/TAC.1986.1104412 – year: 1982 ident: ref36 publication-title: An Introduction to Variational Inequalities and Their Applications – ident: ref8 doi: 10.1016/j.neucom.2018.03.036 – ident: ref28 doi: 10.1016/j.automatica.2015.11.015 – ident: ref29 doi: 10.1109/TSMC.2017.2694323 – ident: ref15 doi: 10.1016/j.automatica.2016.08.007 – ident: ref17 doi: 10.1109/TAC.2009.2037460 – ident: ref26 doi: 10.1016/j.jfranklin.2018.02.009 – ident: ref34 doi: 10.1137/17M1118609 – ident: ref32 doi: 10.1016/j.neucom.2017.01.021
SSID	ssj0001286306
Score	2.2923474
Snippet	This article mainly investigates how to reduce the communication cost in multiagent system (MAS) for distributed optimization. First, a continuous-time...
SourceID	proquest crossref ieee
SourceType	Aggregation Database Enrichment Source Index Database Publisher
StartPage	1
SubjectTerms	Constraint modelling Convergence Costs Distributed optimization event-triggered communication Linear programming Multi-agent systems multiagent system (MAS) Multiagent systems Optimization Optimization models Resource allocation resource allocation (RA) Resource management Technological innovation
Title	Multiagent System With Periodic and Event-Triggered Communications for Solving Distributed Resource Allocation Problem
URI	https://ieeexplore.ieee.org/document/10153679 https://www.proquest.com/docview/2865094714
Volume	53
WOSCitedRecordID	wos001019458200001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVIEE databaseName: IEEE/IET Electronic Library (IEL) customDbUrl: eissn: 2168-2232 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001286306 issn: 2168-2216 databaseCode: RIE dateStart: 20130101 isFulltext: true titleUrlDefault: https://ieeexplore.ieee.org/ providerName: IEEE
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3NS8MwFA9ueNCDnxOnU3LwJHQm_Uia45gbHnQMNnW3kqSpDkYr-_r7zUs7mYiCl1LoSyn5JX0fee_9ELph0HRbGOvkBCr0Qq6Ip6zV6mVKq1jrWEUuN-flkQ8G8WQihlWxuquFMca45DPThlt3lp8WegWhMrvD7f5kXNRQjXNeFmttBVRiFjguTZ8yi769VqeYlIi78eip2waq8HYAR0cbjqxKDzlilR9_Y6di-of__LgjdFDZkrhTgn-Mdkx-gva3OgyeorUrsJVQP4XL5uT4dbp8x0P7vEinGss8xT3IefTG1k9_A-ZO_K1oZIGtWYtHxQwiD_ge-uwCRZYV20T-cWcGGhGE8bDkp2mg535v3H3wKqoFT_siXHpcZ4SlKkqJkdDBLAxTpomytk5EJbOrLZVCWWPSWmNZzKQ0OvMNpSYiOlAqo8EZqudFbs4RZpLEhoosEJKEmhjBo8zXhqXGKknKRBORzcQnuupDDnQYs8T5I0QkgFUCWCUVVk10-zXko2zC8ZdwA8DZEixxaaLWBt6k2qeLBOpyrYPLaXjxy7BLtAdvL_P3Wqi-nK_MFdrV6-V0Mb92S_ATC9TabA
linkProvider	IEEE
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1bS8MwFD7oFNQHrxPnNQ8-CZ1Jm6bNo3hBcY6B8_JWkjTVwdjEzf1-c9JOJqLgSyn0hJZ8Sc8l55wP4Fhg021pnZMTaR7wRNNAO6s1KLTRqTGpjn1uzmMrabfT52fZqYrVfS2MtdYnn9km3vqz_HxoPjBU5na4258ikfOwEHMesrJcayakkorIs2mGTDj83bU6x2RUnnbv786bSBbejPDwaMqSVWkiT63y43_slczV2j8_bx1WK2uSnJXwb8CcHWzCykyPwS2Y-BJbhRVUpGxPTp5641fScc-Hec8QNcjJJWY9Bl3nqb8gdyf5VjYyIs6wJffDPsYeyAV22kWSLCc2jf2Tsz7qRBQmnZKhpg4PV5fd8-ugIlsITCj5OEhMQUWu45xahT3MOM-FodpZOzFTwq23XEntzElnjxWpUMqaIrSM2ZiaSOuCRdtQGwwHdgeIUDS1TBaRVJQbamUSF6GxIrdOTTIhG0CnE5-ZqhM5EmL0M--RUJkhVhlilVVYNeDka8hb2YbjL-E6gjMjWOLSgP0pvFm1U0cZVuY6FzdhfPeXYUewdN29a2Wtm_btHizjm8psvn2ojd8_7AEsmsm4N3o_9MvxE42m3bM
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Multiagent+System+With+Periodic+and+Event-Triggered+Communications+for+Solving+Distributed+Resource+Allocation+Problem&rft.jtitle=IEEE+transactions+on+systems%2C+man%2C+and+cybernetics.+Systems&rft.au=Li%2C+Kaixuan&rft.au=Liu%2C+Qingshan&rft.au=Zeng%2C+Zhigang&rft.date=2023-10-01&rft.pub=IEEE&rft.issn=2168-2216&rft.spage=1&rft.epage=12&rft_id=info:doi/10.1109%2FTSMC.2023.3281903&rft.externalDocID=10153679
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2168-2216&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2168-2216&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2168-2216&client=summon