{"id":"https://openalex.org/W4206596746","doi":"https://doi.org/10.1109/icsai53574.2021.9664108","title":"Research on Multi-Agent Models for Collective Behavior","display_name":"Research on Multi-Agent Models for Collective Behavior","publication_year":2021,"publication_date":"2021-11-13","ids":{"openalex":"https://openalex.org/W4206596746","doi":"https://doi.org/10.1109/icsai53574.2021.9664108"},"language":"en","primary_location":{"id":"doi:10.1109/icsai53574.2021.9664108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai53574.2021.9664108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 7th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038440950","display_name":"Jianmei Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianmei Duan","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning,Anshan,China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning,Anshan,China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100756112","display_name":"Hua Li","orcid":"https://orcid.org/0000-0003-0672-0618"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Li","raw_affiliation_strings":["School of Business Administration, University of Science and Technology Liaoning,Anshan,China","School of Business Administration, University of Science and Technology Liaoning, Anshan, China"],"affiliations":[{"raw_affiliation_string":"School of Business Administration, University of Science and Technology Liaoning,Anshan,China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Business Administration, University of Science and Technology Liaoning, Anshan, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103567688","display_name":"Qiubai Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiubai Sun","raw_affiliation_strings":["School of Business Administration, University of Science and Technology Liaoning,Anshan,China","School of Business Administration, University of Science and Technology Liaoning, Anshan, China"],"affiliations":[{"raw_affiliation_string":"School of Business Administration, University of Science and Technology Liaoning,Anshan,China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Business Administration, University of Science and Technology Liaoning, Anshan, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042738920","display_name":"Xuebo Chen","orcid":"https://orcid.org/0000-0001-6799-7667"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuebo Chen","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning,Anshan,China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning,Anshan,China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","institution_ids":["https://openalex.org/I114117164"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038440950"],"corresponding_institution_ids":["https://openalex.org/I114117164"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24559824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7646016478538513},{"id":"https://openalex.org/keywords/collective-behavior","display_name":"Collective behavior","score":0.6452218294143677},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.5313924551010132},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5310825705528259},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5294805765151978},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5166192650794983},{"id":"https://openalex.org/keywords/agent-based-social-simulation","display_name":"Agent-based social simulation","score":0.4651205539703369},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.432006299495697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3317152261734009}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7646016478538513},{"id":"https://openalex.org/C100339178","wikidata":"https://www.wikidata.org/wiki/Q2548752","display_name":"Collective behavior","level":2,"score":0.6452218294143677},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.5313924551010132},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5310825705528259},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5294805765151978},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5166192650794983},{"id":"https://openalex.org/C82267250","wikidata":"https://www.wikidata.org/wiki/Q4692055","display_name":"Agent-based social simulation","level":3,"score":0.4651205539703369},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.432006299495697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3317152261734009},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsai53574.2021.9664108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai53574.2021.9664108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 7th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2178328623","display_name":null,"funder_award_id":"71771112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3009417571","display_name":null,"funder_award_id":"L20BGL047","funder_id":"https://openalex.org/F4320335472","funder_display_name":"Social Science Foundation of Liaoning Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335472","display_name":"Social Science Foundation of Liaoning Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W132145880","https://openalex.org/W1583906511","https://openalex.org/W1888172398","https://openalex.org/W1970932533","https://openalex.org/W1981259137","https://openalex.org/W1981826826","https://openalex.org/W1988240688","https://openalex.org/W1989681935","https://openalex.org/W2006121491","https://openalex.org/W2012812921","https://openalex.org/W2015410655","https://openalex.org/W2022370023","https://openalex.org/W2048074430","https://openalex.org/W2067039683","https://openalex.org/W2071485377","https://openalex.org/W2095862804","https://openalex.org/W2103714988","https://openalex.org/W2105850748","https://openalex.org/W2137812834","https://openalex.org/W2143969246","https://openalex.org/W2148252440","https://openalex.org/W2150312211","https://openalex.org/W2155084532","https://openalex.org/W2165744313","https://openalex.org/W2171508688","https://openalex.org/W2579341288","https://openalex.org/W2801196602","https://openalex.org/W2884236119","https://openalex.org/W2998161034","https://openalex.org/W3005654113","https://openalex.org/W3037683188","https://openalex.org/W3174588046","https://openalex.org/W6634951173","https://openalex.org/W6782955219"],"related_works":["https://openalex.org/W1585007175","https://openalex.org/W2382521049","https://openalex.org/W2144385241","https://openalex.org/W4300101996","https://openalex.org/W3033526852","https://openalex.org/W2385579987","https://openalex.org/W2785998965","https://openalex.org/W2127884047","https://openalex.org/W4232149221","https://openalex.org/W4206596746"],"abstract_inverted_index":{"Recently,":[0],"the":[1,15,26,36,40,65,82,88,103,117,128],"rapid":[2],"development":[3],"of":[4,17,51,68,130],"multi-agent":[5,29,46],"systems":[6,108],"for":[7,31,62,106],"collective":[8,32,71,100],"behavior":[9,33,72,91],"has":[10],"become":[11],"a":[12],"hotspot":[13],"in":[14,25],"field":[16],"complex":[18,107],"networks.":[19],"The":[20,112],"paper":[21],"reviews":[22],"precious":[23],"studies":[24],"literatures":[27],"on":[28,136],"models":[30,37,92,114,133],"and":[34,53,60,98,140],"classifies":[35],"due":[38],"to":[39,81],"different":[41],"properties.":[42],"For":[43],"an":[44],"arbitrary":[45],"model,":[47],"we":[48],"clear":[49],"application":[50],"tasks":[52],"analyze":[54],"their":[55],"distribution":[56],"protocols,":[57],"convergence":[58],"rates,":[59],"conditions":[61],"implementation.":[63],"Through":[64],"simple":[66,97],"combing":[67],"this":[69],"paper,":[70],"simulation":[73,118],"methods":[74],"commonly":[75,89],"used":[76,90],"by":[77],"scholars":[78],"are":[79,125],"introduced":[80],"field.":[83],"It":[84],"is":[85],"found":[86],"that":[87,134],"can":[93,115],"only":[94],"describe":[95],"most":[96],"orderly":[99],"behaviors.":[101],"However,":[102],"control":[104],"ability":[105],"cannot":[109],"be":[110],"guaranteed.":[111],"optimized":[113],"improve":[116],"performance.":[119],"In":[120],"addition,":[121],"future":[122],"research":[123],"directions":[124],"proposed":[126],"with":[127],"aim":[129],"developing":[131],"new":[132],"focus":[135],"more":[137],"robust,":[138],"adaptive":[139],"efficient":[141],"multiagent":[142],"systems.":[143]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
