{"id":"https://openalex.org/W3186264432","doi":"https://doi.org/10.1109/tetci.2021.3089714","title":"A Novel Evolutionary Algorithm Based on Judgment-Rule Evolution Strategy for Structural Balance in Signed Social Networks","display_name":"A Novel Evolutionary Algorithm Based on Judgment-Rule Evolution Strategy for Structural Balance in Signed Social Networks","publication_year":2021,"publication_date":"2021-07-02","ids":{"openalex":"https://openalex.org/W3186264432","doi":"https://doi.org/10.1109/tetci.2021.3089714","mag":"3186264432"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2021.3089714","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2021.3089714","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-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/A5103096937","display_name":"Mingzhou Yang","orcid":"https://orcid.org/0000-0002-1245-4638"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingzhou Yang","raw_affiliation_strings":["College of Computer Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326915","display_name":"Xingwei Wang","orcid":"https://orcid.org/0000-0003-2856-4716"},"institutions":[{"id":"https://openalex.org/I4391767858","display_name":"State Key Laboratory of Synthetical Automation for Process Industries","ror":"https://ror.org/0380ng272","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767858","https://openalex.org/I9224756"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingwei Wang","raw_affiliation_strings":["State Key Laboratory of Synthetical Automation for Process Industries, College of Computer Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Synthetical Automation for Process Industries, College of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756","https://openalex.org/I4391767858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007392914","display_name":"Min Huang","orcid":"https://orcid.org/0000-0003-3793-968X"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Huang","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068061222","display_name":"Lianbo Ma","orcid":"https://orcid.org/0000-0002-9969-211X"},"institutions":[{"id":"https://openalex.org/I4391767858","display_name":"State Key Laboratory of Synthetical Automation for Process Industries","ror":"https://ror.org/0380ng272","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767858","https://openalex.org/I9224756"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianbo Ma","raw_affiliation_strings":["State Key Laboratory of Synthetical Automation for Process Industries, College of Software, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Synthetical Automation for Process Industries, College of Software, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756","https://openalex.org/I4391767858"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019915847","display_name":"Qiang He","orcid":"https://orcid.org/0000-0002-1820-6141"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang He","raw_affiliation_strings":["College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103096937"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":0.5259,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.6465937,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"6","issue":"4","first_page":"805","last_page":"817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9552000164985657,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.688768208026886},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.663946270942688},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.626727819442749},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5207661986351013},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.496053546667099},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4921264052391052},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4254758358001709},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4152093529701233},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35846051573753357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3556334972381592},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2548750042915344},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09573230147361755}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.688768208026886},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.663946270942688},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.626727819442749},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5207661986351013},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.496053546667099},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4921264052391052},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4254758358001709},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4152093529701233},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35846051573753357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3556334972381592},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2548750042915344},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09573230147361755},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2021.3089714","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2021.3089714","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.41999998688697815,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1177046588","display_name":null,"funder_award_id":"N180408019","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2328014764","display_name":null,"funder_award_id":"61773103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2551476765","display_name":null,"funder_award_id":"62032013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4365711359","display_name":null,"funder_award_id":"N2117005","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G744432328","display_name":null,"funder_award_id":"XLYC1902010","funder_id":"https://openalex.org/F4320329895","funder_display_name":"Liaoning Revitalization Talents Program"},{"id":"https://openalex.org/G7918625454","display_name":null,"funder_award_id":"61872073","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329895","display_name":"Liaoning Revitalization Talents Program","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1574010683","https://openalex.org/W1785502294","https://openalex.org/W1835704177","https://openalex.org/W1966719404","https://openalex.org/W1987371072","https://openalex.org/W2006313131","https://openalex.org/W2037894471","https://openalex.org/W2042321382","https://openalex.org/W2046643693","https://openalex.org/W2050953881","https://openalex.org/W2053081145","https://openalex.org/W2063248556","https://openalex.org/W2072701859","https://openalex.org/W2073415627","https://openalex.org/W2078118522","https://openalex.org/W2079599800","https://openalex.org/W2094013877","https://openalex.org/W2097216034","https://openalex.org/W2105951053","https://openalex.org/W2114051435","https://openalex.org/W2138126900","https://openalex.org/W2142517301","https://openalex.org/W2183148175","https://openalex.org/W2232472329","https://openalex.org/W2536747573","https://openalex.org/W2585835859","https://openalex.org/W2806246969","https://openalex.org/W2897237961","https://openalex.org/W2910317892","https://openalex.org/W2946006864","https://openalex.org/W2963239711","https://openalex.org/W2969682603","https://openalex.org/W3000881061","https://openalex.org/W3031147920","https://openalex.org/W3102760182","https://openalex.org/W4302018328","https://openalex.org/W6637413785"],"related_works":["https://openalex.org/W2386367800","https://openalex.org/W2353574976","https://openalex.org/W1824021510","https://openalex.org/W4384702906","https://openalex.org/W2360150702","https://openalex.org/W2360176913","https://openalex.org/W2023046755","https://openalex.org/W2476079015","https://openalex.org/W2556086418","https://openalex.org/W2747027460"],"abstract_inverted_index":{"Structural":[0],"balance":[1,38,56,78,107,125,140,159],"in":[2,69,85,119],"signed":[3,86,186,193],"social":[4,25,87,97,187,194],"networks":[5,188],"has":[6],"become":[7],"a":[8,28,36,104,144],"research":[9],"hotspot":[10],"for":[11,54],"the":[12,16,61,66,70,76,93,96,111,116,120,124,128,137,157,162,172,183,190,199,204],"task":[13],"of":[14,50,64,79,95,115,127,131,156,164,174,203],"finding":[15],"optimal":[17],"network":[18,122],"structure,":[19],"which":[20,89,109],"is":[21,57],"able":[22],"to":[23,58],"make":[24],"systems":[26],"reach":[27],"relatively":[29],"stable":[30],"and":[31,123,171,189,201],"harmonious":[32],"state.":[33],"Usually,":[34],"such":[35],"structural":[37,55,106,139,158],"problem":[39],"can":[40],"be":[41],"modeled":[42],"as":[43],"an":[44],"optimization":[45,52],"problem.":[46],"The":[47],"typical":[48],"way":[49],"existing":[51],"methods":[53],"only":[59],"minimize":[60],"total":[62,112],"cost":[63,113],"changing":[65,80],"unbalanced":[67],"edges":[68,81,118,130],"whole":[71,121],"network,":[72,88],"but":[73],"it":[74],"neglects":[75],"load":[77],"between":[82],"different":[83],"nodes":[84],"may":[90],"not":[91],"fit":[92],"nature":[94],"systems.":[98],"In":[99],"this":[100],"paper,":[101],"we":[102,142],"propose":[103,143],"novel":[105,138],"model,":[108,141],"incorporates":[110],"information":[114,126],"changed":[117,129],"each":[132],"single":[133],"node.":[134],"To":[135],"optimize":[136],"Judgment-Rule-based":[145],"Evolutionary":[146],"Algorithm,":[147],"called":[148],"JREA,":[149],"based":[150],"on":[151,168,182],"two":[152],"significant":[153],"essential":[154],"features":[155],"problem,":[160],"i.e.,":[161],"determination":[163],"node":[165],"attribute":[166],"depending":[167],"node\u2019s":[169],"degree":[170],"attributes":[173],"its":[175],"neighbour":[176],"nodes.":[177],"Extensive":[178],"experiments":[179],"are":[180],"conducted":[181],"four":[184],"generated":[185],"three":[191],"real":[192],"networks.":[195],"Experimental":[196],"results":[197],"demonstrate":[198],"effectiveness":[200],"efficiency":[202],"algorithm.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}