{"id":"https://openalex.org/W4401998968","doi":"https://doi.org/10.1080/15472450.2024.2392722","title":"Comparing the performance of metaheuristics on the Transit Network Frequency Setting Problem","display_name":"Comparing the performance of metaheuristics on the Transit Network Frequency Setting Problem","publication_year":2024,"publication_date":"2024-08-29","ids":{"openalex":"https://openalex.org/W4401998968","doi":"https://doi.org/10.1080/15472450.2024.2392722"},"language":"en","primary_location":{"id":"doi:10.1080/15472450.2024.2392722","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2024.2392722","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1547-2442","issn":["1547-2442","1547-2450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","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/A5038733884","display_name":"\u0130lyas Cihan Aksoy","orcid":"https://orcid.org/0000-0002-4256-8222"},"institutions":[{"id":"https://openalex.org/I46464968","display_name":"Karamano\u011flu Mehmetbey University","ror":"https://ror.org/037vvf096","country_code":"TR","type":"education","lineage":["https://openalex.org/I46464968"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"\u0130lyas Cihan Aksoy","raw_affiliation_strings":["Civil Engineering Department, Karamano\u011flu Mehmetbey University","Civil Engineering Department, Karamano\u011flu Mehmetbey University, Karaman, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0002-4256-8222","affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Karamano\u011flu Mehmetbey University","institution_ids":["https://openalex.org/I46464968"]},{"raw_affiliation_string":"Civil Engineering Department, Karamano\u011flu Mehmetbey University, Karaman, T\u00fcrkiye","institution_ids":["https://openalex.org/I46464968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079578422","display_name":"Mehmet Metin Mutlu","orcid":"https://orcid.org/0000-0003-0008-8279"},"institutions":[{"id":"https://openalex.org/I76806599","display_name":"Adnan Menderes University","ror":"https://ror.org/03n7yzv56","country_code":"TR","type":"education","lineage":["https://openalex.org/I76806599"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Metin Mutlu","raw_affiliation_strings":["Civil Engineering Department, Ayd\u0131n Adnan Menderes University","Civil Engineering Department, Ayd\u0131n Adnan Menderes University, Ayd\u0131n, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0003-0008-8279","affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Ayd\u0131n Adnan Menderes University","institution_ids":["https://openalex.org/I76806599"]},{"raw_affiliation_string":"Civil Engineering Department, Ayd\u0131n Adnan Menderes University, Ayd\u0131n, T\u00fcrkiye","institution_ids":["https://openalex.org/I76806599"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038733884"],"corresponding_institution_ids":["https://openalex.org/I46464968"],"apc_list":null,"apc_paid":null,"fwci":2.9627,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89978774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"30","issue":"1","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11223","display_name":"Maritime Ports and Logistics","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/metaheuristic","display_name":"Metaheuristic","score":0.9614987373352051},{"id":"https://openalex.org/keywords/parallel-metaheuristic","display_name":"Parallel metaheuristic","score":0.7714494466781616},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.7360277771949768},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.725508451461792},{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"Firefly algorithm","score":0.6449618339538574},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5650580525398254},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5508086681365967},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.42736124992370605},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26496416330337524},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.15099039673805237}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.9614987373352051},{"id":"https://openalex.org/C28767586","wikidata":"https://www.wikidata.org/wiki/Q7135006","display_name":"Parallel metaheuristic","level":4,"score":0.7714494466781616},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7360277771949768},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.725508451461792},{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.6449618339538574},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5650580525398254},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5508086681365967},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.42736124992370605},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26496416330337524},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.15099039673805237}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/15472450.2024.2392722","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2024.2392722","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1547-2442","issn":["1547-2442","1547-2450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1192376439","https://openalex.org/W1556137908","https://openalex.org/W1564372824","https://openalex.org/W1577668191","https://openalex.org/W1595159159","https://openalex.org/W1659842140","https://openalex.org/W1986402047","https://openalex.org/W2009441521","https://openalex.org/W2010131186","https://openalex.org/W2017880525","https://openalex.org/W2031619263","https://openalex.org/W2037618413","https://openalex.org/W2051046319","https://openalex.org/W2052623734","https://openalex.org/W2054149938","https://openalex.org/W2062495134","https://openalex.org/W2076232801","https://openalex.org/W2076427237","https://openalex.org/W2082697994","https://openalex.org/W2085002156","https://openalex.org/W2093286150","https://openalex.org/W2109259865","https://openalex.org/W2143560894","https://openalex.org/W2144317842","https://openalex.org/W2146193222","https://openalex.org/W2152195021","https://openalex.org/W2169440812","https://openalex.org/W2171985270","https://openalex.org/W2282947270","https://openalex.org/W2322545485","https://openalex.org/W2606327058","https://openalex.org/W2797654081","https://openalex.org/W2883979847","https://openalex.org/W2886362482","https://openalex.org/W2911240934","https://openalex.org/W2961614712","https://openalex.org/W2971666455","https://openalex.org/W2977240314","https://openalex.org/W3089248009","https://openalex.org/W3093026693","https://openalex.org/W3110598009","https://openalex.org/W3128465153","https://openalex.org/W3141956523","https://openalex.org/W3206159369","https://openalex.org/W4205256906","https://openalex.org/W4240741675","https://openalex.org/W4285204689","https://openalex.org/W4323046318","https://openalex.org/W7011400416"],"related_works":["https://openalex.org/W1611875833","https://openalex.org/W4236055036","https://openalex.org/W4381955442","https://openalex.org/W2462483068","https://openalex.org/W1968397678","https://openalex.org/W4391505632","https://openalex.org/W4367557724","https://openalex.org/W2361792200","https://openalex.org/W4283382030","https://openalex.org/W1972566927"],"abstract_inverted_index":{"The":[0,75,88,135],"Transit":[1],"Network":[2],"Frequency":[3],"Setting":[4],"Problem":[5],"(TNFSP),":[6],"an":[7],"NP-Hard":[8],"combinatorial":[9],"optimization":[10],"problem,":[11],"has":[12],"been":[13],"frequently":[14],"addressed":[15],"in":[16,99],"previous":[17,25],"investigations,":[18],"most":[19,37,111],"of":[20,96,108,150],"which":[21],"employ":[22],"metaheuristics.":[23,117],"However,":[24],"studies":[26,131],"have":[27],"not":[28,91],"investigated":[29],"to":[30,47],"determine":[31],"the":[32,36,42,73,85,94,101,106,110,119,124,139,146,151],"best":[33,76],"metaheuristic":[34,97],"and":[35,68],"effective":[38],"parameter":[39,77,113],"values":[40,114],"for":[41,79,115,132],"TNFSP.":[43,74],"This":[44],"study":[45],"aims":[46],"fill":[48],"this":[49],"research":[50],"gap":[51],"by":[52],"comprehensively":[53],"comparing":[54],"five":[55],"well-known":[56],"metaheuristics,":[57],"namely,":[58],"Artificial":[59],"Bee":[60],"Colony,":[61],"Differential":[62],"Evolution,":[63],"Firefly":[64],"Algorithm,":[65,67],"Genetic":[66],"Particle":[69],"Swarm":[70],"Optimization,":[71],"on":[72,123],"configurations":[78],"employed":[80],"metaheuristics":[81,120,140],"are":[82,121],"determined":[83],"using":[84],"brute-force":[86],"method.":[87],"comparative":[89],"results":[90,136],"only":[92],"highlight":[93],"significance":[95],"selection":[98],"addressing":[100],"TNFSP":[102],"but":[103],"also":[104],"reveal":[105],"importance":[107],"choosing":[109],"suitable":[112],"these":[116],"Furthermore,":[118],"performed":[122],"transit":[125,153],"networks":[126],"obtained":[127],"from":[128],"previously":[129],"published":[130],"comparison":[133],"purposes.":[134],"demonstrate":[137],"that":[138],"achieve":[141],"better":[142],"frequency":[143,148],"sets":[144,149],"than":[145],"original":[147],"used":[152],"networks.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}