{"id":"https://openalex.org/W4207012125","doi":"https://doi.org/10.1109/access.2022.3145905","title":"An Evolutionary Algorithm-Based Vehicular Clustering Technique for VANETs","display_name":"An Evolutionary Algorithm-Based Vehicular Clustering Technique for VANETs","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4207012125","doi":"https://doi.org/10.1109/access.2022.3145905"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3145905","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3145905","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09690847.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09690847.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066353276","display_name":"Yaser Ali Shah","orcid":"https://orcid.org/0000-0003-1628-1743"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Yaser Ali Shah","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058076434","display_name":"Farhan Aadil","orcid":"https://orcid.org/0000-0001-8737-2154"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Farhan Aadil","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101765119","display_name":"Amaad Khalil","orcid":"https://orcid.org/0000-0002-1937-8906"},"institutions":[{"id":"https://openalex.org/I90610274","display_name":"University of Engineering and Technology Peshawar","ror":"https://ror.org/00p034093","country_code":"PK","type":"education","lineage":["https://openalex.org/I90610274"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Amaad Khalil","raw_affiliation_strings":["Department of Computer Systems Engineering, University of Engineering and Technology, Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Systems Engineering, University of Engineering and Technology, Peshawar, Pakistan","institution_ids":["https://openalex.org/I90610274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073073869","display_name":"Muhammad Assam","orcid":"https://orcid.org/0000-0001-7331-5351"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Assam","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045864038","display_name":"Ibrahim Abunadi","orcid":"https://orcid.org/0000-0002-2546-2450"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ibrahim Abunadi","raw_affiliation_strings":["Department of Information Systems, Prince Sultan University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Prince Sultan University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063580605","display_name":"Ala Saleh Alluhaidan","orcid":"https://orcid.org/0000-0001-6829-9705"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ala Saleh Alluhaidan","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043871968","display_name":"Fahd N. Al\u2010Wesabi","orcid":"https://orcid.org/0000-0002-4389-4927"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fahd N. Al-Wesabi","raw_affiliation_strings":["Department of Computer Science, College of Science and Arts, King Khalid University, Abha, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Science and Arts, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5066353276"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.6782,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.90145962,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":null,"first_page":"14368","last_page":"14385"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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":0.8091884851455688},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7392005324363708},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6511843800544739},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6131177544593811},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.4633733630180359},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.43965595960617065},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37191981077194214},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3589473366737366},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3326551914215088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2198832631111145},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09568694233894348},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.09180700778961182}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8091884851455688},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7392005324363708},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6511843800544739},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6131177544593811},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.4633733630180359},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.43965595960617065},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37191981077194214},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3589473366737366},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3326551914215088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2198832631111145},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09568694233894348},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.09180700778961182},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3145905","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3145905","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09690847.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:da2da9c610a04353a8b765b3acebe7c8","is_oa":true,"landing_page_url":"https://doaj.org/article/da2da9c610a04353a8b765b3acebe7c8","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 14368-14385 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3145905","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3145905","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09690847.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2053653470","display_name":null,"funder_award_id":"PNURSP","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G4010074732","display_name":null,"funder_award_id":"Riyadh","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G421358380","display_name":null,"funder_award_id":"Saudi Arabia","funder_id":"https://openalex.org/F4320327702","funder_display_name":"Prince Sultan University"},{"id":"https://openalex.org/G4480603798","display_name":null,"funder_award_id":"PNURSP2022R234","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G8204392757","display_name":null,"funder_award_id":"PNURSP2022R","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G8256171529","display_name":null,"funder_award_id":"PNURSP2022R2","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G8507162946","display_name":null,"funder_award_id":"RGP2/209/42","funder_id":"https://openalex.org/F4320324433","funder_display_name":"King Khalid University"},{"id":"https://openalex.org/G8875581169","display_name":null,"funder_award_id":"PNURSP2022R23","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"}],"funders":[{"id":"https://openalex.org/F4320322484","display_name":"Princess Nourah Bint Abdulrahman University","ror":"https://ror.org/05b0cyh02"},{"id":"https://openalex.org/F4320324433","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30"},{"id":"https://openalex.org/F4320327702","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4207012125.pdf","grobid_xml":"https://content.openalex.org/works/W4207012125.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W161392391","https://openalex.org/W883434633","https://openalex.org/W1507015292","https://openalex.org/W1969315466","https://openalex.org/W1993962865","https://openalex.org/W2002624364","https://openalex.org/W2004571436","https://openalex.org/W2019317169","https://openalex.org/W2121756138","https://openalex.org/W2151554678","https://openalex.org/W2158568322","https://openalex.org/W2280556275","https://openalex.org/W2291002789","https://openalex.org/W2337774319","https://openalex.org/W2345600446","https://openalex.org/W2502083862","https://openalex.org/W2511602928","https://openalex.org/W2522153945","https://openalex.org/W2550100177","https://openalex.org/W2573212983","https://openalex.org/W2584080725","https://openalex.org/W2602271014","https://openalex.org/W2605168086","https://openalex.org/W2605810061","https://openalex.org/W2610901489","https://openalex.org/W2613771876","https://openalex.org/W2623121339","https://openalex.org/W2740440911","https://openalex.org/W2748121568","https://openalex.org/W2755166718","https://openalex.org/W2766775005","https://openalex.org/W2772079570","https://openalex.org/W2797292628","https://openalex.org/W2902067542","https://openalex.org/W2903924498","https://openalex.org/W2907353304","https://openalex.org/W2910190480","https://openalex.org/W2911279221","https://openalex.org/W2924168425","https://openalex.org/W2985638660","https://openalex.org/W2992703353","https://openalex.org/W3085761615","https://openalex.org/W6729383919"],"related_works":["https://openalex.org/W2027636740","https://openalex.org/W2062688728","https://openalex.org/W2061231656","https://openalex.org/W2771454953","https://openalex.org/W3046762796","https://openalex.org/W3202102306","https://openalex.org/W3046260513","https://openalex.org/W2998294818","https://openalex.org/W45347327","https://openalex.org/W2020269557"],"abstract_inverted_index":{"Many":[0],"precious":[1],"lives":[2],"are":[3,126,145],"lost":[4],"world-wide":[5],"due":[6],"to":[7,24,128,184],"road":[8],"accidents.":[9],"To":[10,46],"counter":[11],"this":[12],"issue,":[13],"the":[14,25,39,130,142,170,189,193,200,204],"ultimate":[15],"solution":[16],"is":[17,42,53,68,82,99,180],"Vehicular":[18],"ad":[19],"hoc":[20],"networks":[21],"(VANETs).":[22],"Due":[23],"high":[26,75],"mobility":[27,76],"of":[28,43,79,133,177,191,203],"vehicles":[29],"and":[30,88,94,117,156,173,197],"varying":[31],"network":[32,172],"topology":[33],"in":[34,50,74],"VANETs,":[35,51],"efficient":[36,95,182],"communication":[37,48],"among":[38],"vehicular":[40,186,205],"nodes":[41,77],"extreme":[44],"importance.":[45],"enhance":[47],"proficiency":[49],"clustering":[52,59,187],"a":[54,58],"renowned":[55],"procedure.":[56],"Therefore,":[57],"algorithm":[60,98],"based":[61,83],"on":[62,84],"Moth-Flame":[63],"Optimization":[64,109,115,122],"(MFO),":[65],"titled":[66],"AMONET,":[67],"projected":[69],"which":[70],"can":[71],"effectively":[72],"work":[73],"scenario":[78],"VANETs.":[80],"AMONET":[81,148,164],"bio":[85],"inspired":[86],"procedure":[87],"creates":[89],"optimized":[90],"clusters":[91],"for":[92,140,147,151,154,158],"reliable":[93],"communication.":[96],"Our":[97],"assessed":[100],"experimentally":[101],"with":[102,188],"well-known":[103],"procedures":[104],"such":[105],"as":[106],"Ant":[107],"Colony":[108],"(ACO),":[110],"Comprehensive":[111],"Learning":[112],"Particle":[113,120],"Swarm":[114,121],"(CLPSO)":[116],"Multi":[118],"Objective":[119],"(MOPSO).":[123],"Several":[124],"experiments":[125],"conducted":[127],"measure":[129],"comparative":[131],"efficiency":[132],"these":[134],"procedures.":[135],"The":[136,160],"average":[137],"cumulative":[138],"results":[139,161],"all":[141],"grid":[143],"sizes":[144],"27.1%":[146],"while":[149],"36.3%":[150],"ACO,":[152],"54.9%":[153],"CLPSO":[155],"58.7%":[157],"MOPSO.":[159],"signify":[162],"that":[163],"produces":[165],"near":[166],"ideal":[167],"results,":[168],"covers":[169],"entire":[171],"generates":[174],"least":[175],"number":[176],"clusters.":[178],"It":[179],"an":[181],"technique":[183],"accomplish":[185],"purpose":[190],"improving":[192],"network\u2019s":[194],"overall":[195],"performance":[196],"consequently":[198],"reducing":[199],"routing":[201],"cost":[202],"network.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
