{"id":"https://openalex.org/W3000952162","doi":"https://doi.org/10.1111/coin.12273","title":"Detecting community structure in complex networks using genetic algorithm based on object migrating automata","display_name":"Detecting community structure in complex networks using genetic algorithm based on object migrating automata","publication_year":2020,"publication_date":"2020-01-22","ids":{"openalex":"https://openalex.org/W3000952162","doi":"https://doi.org/10.1111/coin.12273","mag":"3000952162"},"language":"en","primary_location":{"id":"doi:10.1111/coin.12273","doi":"https://doi.org/10.1111/coin.12273","is_oa":false,"landing_page_url":"https://doi.org/10.1111/coin.12273","pdf_url":null,"source":{"id":"https://openalex.org/S56561474","display_name":"Computational Intelligence","issn_l":"0824-7935","issn":["0824-7935","1467-8640"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-d","jufo-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5075582311","display_name":"Bagher Zarei","orcid":"https://orcid.org/0000-0002-3535-5093","observed_orcids":["https://orcid.org/0000-0002-3535-5093"]},"institutions":[{"id":"https://openalex.org/I197220011","display_name":"Qazvin Islamic Azad University","ror":"https://ror.org/023kjn321","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I197220011"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Bagher Zarei","raw_affiliation_strings":["Faculty of Computer and Information Technology Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran"],"raw_orcid":"https://orcid.org/0000-0002-3535-5093","affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Technology Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran","institution_ids":["https://openalex.org/I197220011"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008824437","display_name":"Mohammad Reza Meybodi","orcid":"https://orcid.org/0000-0003-3775-5565","observed_orcids":["https://orcid.org/0000-0003-3775-5565"]},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammad Reza Meybodi","raw_affiliation_strings":["Department of Computer Engineering and Information Technology, Amirkabir University of Technology, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0003-3775-5565","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Information Technology, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008824437"],"corresponding_institution_ids":["https://openalex.org/I158248296"],"apc_list":{"value":2900,"currency":"USD","value_usd":2900},"apc_paid":null,"fwci":1.1192,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.74505715,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"36","issue":"2","first_page":"824","last_page":"860"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9990000128746033,"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":0.9990000128746033,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/community-detection","display_name":"community detection","score":0.8399999737739563},{"id":"https://openalex.org/keywords/complex-networks","display_name":"complex networks","score":1.0},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.7620000243186951},{"id":"https://openalex.org/keywords/modularity-maximization","display_name":"modularity optimization","score":0.9169999957084656},{"id":"https://openalex.org/keywords/network-clustering","display_name":"network clustering","score":0.3409999907016754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6665088534355164},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.584525465965271},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5827990174293518},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.5421955585479736},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5296107530593872},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.5107853412628174},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.48307159543037415},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44884902238845825},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4317846894264221},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.41658270359039307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38880249857902527},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24515420198440552},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16306009888648987},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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:10.1111/coin.12273","doi":"https://doi.org/10.1111/coin.12273","is_oa":false,"landing_page_url":"https://doi.org/10.1111/coin.12273","pdf_url":null,"source":{"id":"https://openalex.org/S56561474","display_name":"Computational Intelligence","issn_l":"0824-7935","issn":["0824-7935","1467-8640"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-d","jufo-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W77974465","https://openalex.org/W1491635691","https://openalex.org/W1497990247","https://openalex.org/W1532325895","https://openalex.org/W1538558539","https://openalex.org/W1587744656","https://openalex.org/W1971421925","https://openalex.org/W1982124329","https://openalex.org/W1983434966","https://openalex.org/W1984374364","https://openalex.org/W1985625141","https://openalex.org/W1990368529","https://openalex.org/W1995654107","https://openalex.org/W2002189912","https://openalex.org/W2015953751","https://openalex.org/W2020504153","https://openalex.org/W2023655578","https://openalex.org/W2024060531","https://openalex.org/W2026601878","https://openalex.org/W2029173860","https://openalex.org/W2033403400","https://openalex.org/W2035409768","https://openalex.org/W2037096232","https://openalex.org/W2038920443","https://openalex.org/W2047940964","https://openalex.org/W2055269041","https://openalex.org/W2055287507","https://openalex.org/W2086805702","https://openalex.org/W2089458547","https://openalex.org/W2094013877","https://openalex.org/W2095293504","https://openalex.org/W2097464974","https://openalex.org/W2102931907","https://openalex.org/W2111642621","https://openalex.org/W2113076747","https://openalex.org/W2120043163","https://openalex.org/W2121947440","https://openalex.org/W2125050594","https://openalex.org/W2126105956","https://openalex.org/W2127048411","https://openalex.org/W2130377051","https://openalex.org/W2131681506","https://openalex.org/W2132202037","https://openalex.org/W2134931490","https://openalex.org/W2138655982","https://openalex.org/W2143381319","https://openalex.org/W2151936673","https://openalex.org/W2160220393","https://openalex.org/W2161455936","https://openalex.org/W2164998314","https://openalex.org/W2169490594","https://openalex.org/W2171552940","https://openalex.org/W2171608649","https://openalex.org/W2176102167","https://openalex.org/W2320144048","https://openalex.org/W2329523560","https://openalex.org/W2341234495","https://openalex.org/W2507629614","https://openalex.org/W2742697020","https://openalex.org/W2764025117","https://openalex.org/W2766252508","https://openalex.org/W2951271819","https://openalex.org/W2952528170","https://openalex.org/W2963666064","https://openalex.org/W2964149605","https://openalex.org/W2999905431","https://openalex.org/W3215186461","https://openalex.org/W4211197802","https://openalex.org/W4235169531","https://openalex.org/W4238452917","https://openalex.org/W4251670979","https://openalex.org/W4298161285","https://openalex.org/W6631834165"],"related_works":["https://openalex.org/W2153048426","https://openalex.org/W2389173691","https://openalex.org/W6926593647","https://openalex.org/W2228765530","https://openalex.org/W2299982298","https://openalex.org/W2392054369","https://openalex.org/W24738337","https://openalex.org/W4298161285","https://openalex.org/W1497990247","https://openalex.org/W1539854304"],"abstract_inverted_index":{"Abstract":[0],"Community":[1],"structure":[2,13,46,83,151],"is":[3,14,91,146],"an":[4],"important":[5],"topological":[6],"feature":[7],"of":[8,33,53,59,96,101,129],"complex":[9,21,48,85,153],"networks.":[10,34,49,86,154],"Detecting":[11],"community":[12,45,82,150],"a":[15,60,123,127],"highly":[16],"challenging":[17],"problem":[18],"in":[19,27,47,84,152],"analyzing":[20],"networks":[22,141],"and":[23,31,75,105,138],"has":[24,110,119],"great":[25],"importance":[26],"understanding":[28],"the":[29,57,92,99,116,130],"function":[30,62],"organization":[32],"Up":[35],"until":[36],"now,":[37],"numerous":[38],"algorithms":[39,55],"have":[40,77],"been":[41,78,111,120],"proposed":[42,79,94],"for":[43,80,148],"detecting":[44,81,149],"A":[50],"wide":[51],"range":[52],"these":[54],"use":[56],"maximization":[58],"quality":[61],"called":[63],"modularity":[64],".":[65],"In":[66,87,113],"this":[67,97],"article,":[68,98],"three":[69],"different":[70],"algorithms,":[71],"namely,":[72],"MEM\u2010net,":[73],"OMA\u2010net,":[74],"GAOMA\u2010net,":[76],"GAOMA\u2010net":[88,114,144],"algorithm,":[89,115],"which":[90],"main":[93],"algorithm":[95,103,118,145],"combination":[100],"genetic":[102],"(GA)":[104],"object":[106],"migrating":[107],"automata":[108],"(OMA)":[109],"used.":[112],"MEM\u2010net":[117],"used":[121],"as":[122],"heuristic":[124],"to":[125],"generate":[126],"portion":[128],"initial":[131],"population.":[132],"The":[133],"experiments":[134],"on":[135],"both":[136],"real\u2010world":[137],"synthetic":[139],"benchmark":[140],"indicate":[142],"that":[143],"efficient":[147]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-01-30T00:00:00"}
