{"id":"https://openalex.org/W2913484127","doi":"https://doi.org/10.1080/15567249.2019.1572835","title":"Flower pollination algorithm approach for the transportation energy demand estimation in Turkey: model development and application","display_name":"Flower pollination algorithm approach for the transportation energy demand estimation in Turkey: model development and application","publication_year":2018,"publication_date":"2018-12-02","ids":{"openalex":"https://openalex.org/W2913484127","doi":"https://doi.org/10.1080/15567249.2019.1572835","mag":"2913484127"},"language":"en","primary_location":{"id":"doi:10.1080/15567249.2019.1572835","doi":"https://doi.org/10.1080/15567249.2019.1572835","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15567249.2019.1572835","pdf_url":null,"source":{"id":"https://openalex.org/S165812035","display_name":"Energy Sources Part B Economics Planning and Policy","issn_l":"1556-7249","issn":["1556-7249","1556-7257"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Sources, Part B: Economics, Planning, and Policy","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/A5077938470","display_name":"Ersin Korkmaz","orcid":"https://orcid.org/0000-0003-3725-164X","observed_orcids":["https://orcid.org/0000-0003-3725-164X"]},"institutions":[{"id":"https://openalex.org/I45642913","display_name":"K\u0131r\u0131kkale University","ror":"https://ror.org/01zhwwf82","country_code":"TR","type":"education","lineage":["https://openalex.org/I45642913"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ersin Korkmaz","raw_affiliation_strings":["Department of Civil Engineering, Kirikkale University, Kirikkale, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Kirikkale University, Kirikkale, Turkey","institution_ids":["https://openalex.org/I45642913"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058120601","display_name":"Ali Pay\u0131dar Akg\u00fcng\u00f6r","orcid":"https://orcid.org/0000-0003-0669-5715","observed_orcids":["https://orcid.org/0000-0003-0669-5715"]},"institutions":[{"id":"https://openalex.org/I45642913","display_name":"K\u0131r\u0131kkale University","ror":"https://ror.org/01zhwwf82","country_code":"TR","type":"education","lineage":["https://openalex.org/I45642913"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ali Pay\u0131dar Akg\u00fcng\u00f6r","raw_affiliation_strings":["Department of Civil Engineering, Kirikkale University, Kirikkale, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-0669-5715","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Kirikkale University, Kirikkale, Turkey","institution_ids":["https://openalex.org/I45642913"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5058120601"],"corresponding_institution_ids":["https://openalex.org/I45642913"],"apc_list":null,"apc_paid":null,"fwci":0.5547,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.58410655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"13","issue":"11-12","first_page":"429","last_page":"447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.6596999764442444,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.6596999764442444,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.3176000118255615,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.004399999976158142,"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/transportation-energy-demand","display_name":"transport energy demand","score":0.921999990940094},{"id":"https://openalex.org/keywords/flower-pollination-algorithm","display_name":"flower pollination algorithm","score":0.9160000085830688},{"id":"https://openalex.org/keywords/load-forecasting","display_name":"load forecasting","score":0.8769999742507935},{"id":"https://openalex.org/keywords/vehicle-kilometers-traveled","display_name":"vehicle kilometers traveled","score":0.7319999933242798},{"id":"https://openalex.org/keywords/gdp-per-capita","display_name":"GDP per capita","score":0.8980000019073486},{"id":"https://openalex.org/keywords/co2-emissions","display_name":"CO2 emissions","score":0.8849999904632568},{"id":"https://openalex.org/keywords/energy-policy","display_name":"energy policy","score":0.453000009059906},{"id":"https://openalex.org/keywords/turkey","display_name":"Turkey","score":0.6679999828338623},{"id":"https://openalex.org/keywords/scenario-analysis","display_name":"scenario analysis","score":0.4740000069141388}],"concepts":[{"id":"https://openalex.org/C114350782","wikidata":"https://www.wikidata.org/wiki/Q12638","display_name":"Gross domestic product","level":2,"score":0.6116114854812622},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5760932564735413},{"id":"https://openalex.org/C127598652","wikidata":"https://www.wikidata.org/wiki/Q558635","display_name":"Per capita","level":3,"score":0.5064085721969604},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4593186378479004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4231525659561157},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24266627430915833},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14764997363090515},{"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/15567249.2019.1572835","doi":"https://doi.org/10.1080/15567249.2019.1572835","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15567249.2019.1572835","pdf_url":null,"source":{"id":"https://openalex.org/S165812035","display_name":"Energy Sources Part B Economics Planning and Policy","issn_l":"1556-7249","issn":["1556-7249","1556-7257"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Sources, Part B: Economics, Planning, and Policy","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8970999717712402,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.75,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"},{"score":0.685699999332428,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1555243480","https://openalex.org/W1566224021","https://openalex.org/W1596914020","https://openalex.org/W1606402766","https://openalex.org/W1982857411","https://openalex.org/W1989115171","https://openalex.org/W1989783051","https://openalex.org/W2005248934","https://openalex.org/W2009828442","https://openalex.org/W2011623190","https://openalex.org/W2013348180","https://openalex.org/W2016210396","https://openalex.org/W2036333332","https://openalex.org/W2049628922","https://openalex.org/W2077116645","https://openalex.org/W2078068039","https://openalex.org/W2138585096","https://openalex.org/W2141356336","https://openalex.org/W2155841743","https://openalex.org/W2293175682","https://openalex.org/W2325245422","https://openalex.org/W2334731071","https://openalex.org/W2559985366","https://openalex.org/W2576697527","https://openalex.org/W2730059884","https://openalex.org/W2759168599","https://openalex.org/W2772807619","https://openalex.org/W2793758168","https://openalex.org/W3100933494","https://openalex.org/W3148648622","https://openalex.org/W4206928935","https://openalex.org/W4241622335","https://openalex.org/W4253572765"],"related_works":["https://openalex.org/W2576697527","https://openalex.org/W2011623190","https://openalex.org/W4403192638","https://openalex.org/W4317564859","https://openalex.org/W2077116645","https://openalex.org/W3120531297","https://openalex.org/W4285105741","https://openalex.org/W2013348180","https://openalex.org/W4205599263","https://openalex.org/W2892312171"],"abstract_inverted_index":{"This":[0],"study":[1,176],"proposes":[2],"a":[3],"new":[4],"optimization":[5],"technique":[6],"to":[7,46,79,109,133,178,194,196],"estimate":[8],"the":[9,15,47,59,84,87,90,95,99,104,128,134,140,163,166,180,190,197,206],"Transportation":[10,114],"Energy":[11],"Demand":[12],"(TED)":[13],"employing":[14],"Flower":[16],"Pollination":[17],"Algorithm":[18],"(FPA).":[19],"The":[20,101,155,170],"TED":[21,129,167],"estimation":[22,130,168],"models":[23,105],"were":[24,56,81,92,106,120],"developed":[25],"based":[26],"on":[27],"three":[28,54,124],"parameters,":[29],"which":[30],"are":[31],"Annual":[32],"Vehicle-Km":[33],"(AVK),":[34],"Gross":[35],"Domestic":[36],"Product":[37],"per":[38],"Capita":[39],"(GDPperC),":[40],"and":[41,50,89,193],"Carbon-dioxide":[42],"(CO2)":[43],"emission":[44],"according":[45,108],"linear,":[48],"power":[49],"quadratic":[51],"forms.":[52],"These":[53],"parameters":[55],"determined":[57],"by":[58,118,149],"WEKA":[60],"data":[61,73],"mining":[62],"software":[63],"program":[64],"among":[65],"nine":[66],"parameters.":[67],"Randomly":[68],"selected":[69],"80%":[70],"of":[71,86,98,103,165,174,182,201],"historical":[72],"for":[74,83,186],"47":[75],"years,":[76],"from":[77],"1970":[78],"2016,":[80],"used":[82,93],"training":[85],"algorithm,":[88],"remains":[91],"in":[94,144,151,162,189,205],"testing":[96],"stage":[97],"models.":[100,131,169],"performances":[102],"evaluated":[107],"six":[110],"different":[111,125],"statistical":[112],"criteria.":[113],"energy":[115,142,187,203],"demand":[116,143],"forecasts":[117],"2035":[119,150],"carried":[121],"out":[122],"using":[123,127],"scenarios":[126],"According":[132],"scenarios,":[135],"it":[136],"is":[137,177],"predicted":[138],"that":[139],"transportation":[141],"Turkey":[145],"will":[146],"have":[147],"doubled":[148],"comparison":[152],"with":[153],"2016.":[154],"FPA":[156],"approach":[157],"has":[158],"been":[159],"successfully":[160],"applied":[161],"development":[164],"most":[171],"important":[172],"impact":[173],"this":[175],"help":[179],"creation":[181],"strategic":[183],"action":[184],"plans":[185],"policies":[188],"transport":[191],"sector":[192],"contribute":[195],"more":[198],"efficient":[199],"use":[200],"limited":[202],"resources":[204],"country.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-02-21T00:00:00"}