{"id":"https://openalex.org/W2460269194","doi":"https://doi.org/10.3846/20294913.2016.1189461","title":"NONLINEAR GENETIC-BASED MODEL FOR SUPPLIER SELECTION: A COMPARATIVE STUDY","display_name":"NONLINEAR GENETIC-BASED MODEL FOR SUPPLIER SELECTION: A COMPARATIVE STUDY","publication_year":2016,"publication_date":"2016-01-29","ids":{"openalex":"https://openalex.org/W2460269194","doi":"https://doi.org/10.3846/20294913.2016.1189461","mag":"2460269194"},"language":"en","primary_location":{"id":"doi:10.3846/20294913.2016.1189461","doi":"https://doi.org/10.3846/20294913.2016.1189461","is_oa":true,"landing_page_url":"https://doi.org/10.3846/20294913.2016.1189461","pdf_url":"https://journals.vgtu.lt/index.php/TEDE/article/download/633/452","source":{"id":"https://openalex.org/S115091506","display_name":"Technological and Economic Development of Economy","issn_l":"1392-8619","issn":["1392-8619","1822-3613","2029-4913","2029-4921"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317518","host_organization_name":"Vilnius Gediminas Technical University","host_organization_lineage":["https://openalex.org/P4310317518"],"host_organization_lineage_names":["Vilnius Gediminas Technical University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technological and Economic Development of Economy","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.vgtu.lt/index.php/TEDE/article/download/633/452","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047215648","display_name":"Alireza Fallahpour","orcid":"https://orcid.org/0000-0001-7841-2513","observed_orcids":["https://orcid.org/0000-0001-7841-2513"]},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Alireza FALLAHPOUR","raw_affiliation_strings":["University of Malaya","Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Malaya","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011067513","display_name":"Atefeh Amindoust","orcid":"https://orcid.org/0000-0003-1791-4864","observed_orcids":["https://orcid.org/0000-0003-1791-4864"]},"institutions":[{"id":"https://openalex.org/I110525433","display_name":"Islamic Azad University, Tehran","ror":"https://ror.org/01kzn7k21","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433"]},{"id":"https://openalex.org/I9256017","display_name":"Islamic Azad University of Najafabad","ror":"https://ror.org/015j7c446","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I9256017"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Atefeh AMINDOUST","raw_affiliation_strings":["Islamic Azad University","Department of Industrial Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Isfahan, 8514143131, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Islamic Azad University","institution_ids":["https://openalex.org/I110525433"]},{"raw_affiliation_string":"Department of Industrial Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Isfahan, 8514143131, Iran","institution_ids":["https://openalex.org/I9256017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009360886","display_name":"Jurgita Antuchevi\u010dien\u0117","orcid":"https://orcid.org/0000-0002-1734-3216","observed_orcids":["https://orcid.org/0000-0002-1734-3216"]},"institutions":[{"id":"https://openalex.org/I167420956","display_name":"Vilnius Gediminas Technical University","ror":"https://ror.org/02x3e4q36","country_code":"LT","type":"education","lineage":["https://openalex.org/I167420956"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Jurgita ANTUCHEVI\u010cIEN\u0116","raw_affiliation_strings":["Vilnius Gediminas Technical University","Department of Construction Technology and Management, Vilnius Gediminas Technical University, LT-10223 Vilnius, Lithuania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vilnius Gediminas Technical University","institution_ids":["https://openalex.org/I167420956"]},{"raw_affiliation_string":"Department of Construction Technology and Management, Vilnius Gediminas Technical University, LT-10223 Vilnius, Lithuania","institution_ids":["https://openalex.org/I167420956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069319868","display_name":"Morteza Yazdani","orcid":"https://orcid.org/0000-0001-5526-8950","observed_orcids":["https://orcid.org/0000-0001-5526-8950"]},"institutions":[{"id":"https://openalex.org/I904013037","display_name":"Universidad Europea de Madrid","ror":"https://ror.org/04dp46240","country_code":"ES","type":"education","lineage":["https://openalex.org/I904013037"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Morteza YAZDANI","raw_affiliation_strings":["Universidad Europea de Madrid","Department of Business Management, Universidad Europea de Madrid, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Europea de Madrid","institution_ids":["https://openalex.org/I904013037"]},{"raw_affiliation_string":"Department of Business Management, Universidad Europea de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I904013037"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":675,"currency":"EUR","value_usd":727},"apc_paid":{"value":675,"currency":"EUR","value_usd":727},"fwci":6.2079,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.96169445,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"23","issue":"1","first_page":"178","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.6147000193595886,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.6147000193595886,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.3418000042438507,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.010300000198185444,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/supplier-selection","display_name":"supplier selection","score":1.0},{"id":"https://openalex.org/keywords/gene-expression-programming","display_name":"gene expression programming","score":0.9110000133514404},{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"data envelopment analysis","score":0.9990000128746033},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9110000133514404},{"id":"https://openalex.org/keywords/decision-making-units","display_name":"decision making units","score":0.9570000171661377}],"concepts":[{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.8770970106124878},{"id":"https://openalex.org/C6980683","wikidata":"https://www.wikidata.org/wiki/Q5531551","display_name":"Gene expression programming","level":2,"score":0.8379255533218384},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7049295902252197},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7011568546295166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6454407572746277},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.49773457646369934},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48237529397010803},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45090240240097046},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38605231046676636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.339325875043869},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28330713510513306},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15618407726287842},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3846/20294913.2016.1189461","doi":"https://doi.org/10.3846/20294913.2016.1189461","is_oa":true,"landing_page_url":"https://doi.org/10.3846/20294913.2016.1189461","pdf_url":"https://journals.vgtu.lt/index.php/TEDE/article/download/633/452","source":{"id":"https://openalex.org/S115091506","display_name":"Technological and Economic Development of Economy","issn_l":"1392-8619","issn":["1392-8619","1822-3613","2029-4913","2029-4921"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317518","host_organization_name":"Vilnius Gediminas Technical University","host_organization_lineage":["https://openalex.org/P4310317518"],"host_organization_lineage_names":["Vilnius Gediminas Technical University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technological and Economic Development of Economy","raw_type":"journal-article"},{"id":"pmh:oai:abacus.universidadeuropea.es:11268/5338","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11268/5338","pdf_url":null,"source":{"id":"https://openalex.org/S4306400164","display_name":"ABACUS. Repositorio de Producci\u00f3n Cient\u00edfica (Universidad Europea)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210101845","host_organization_name":"Universidad Europea","host_organization_lineage":["https://openalex.org/I4210101845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:ade0915840204a36927d51983d48868a","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/ade0915840204a36927d51983d48868a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Technological and Economic Development of Economy, Vol 23, Iss 1 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3846/20294913.2016.1189461","doi":"https://doi.org/10.3846/20294913.2016.1189461","is_oa":true,"landing_page_url":"https://doi.org/10.3846/20294913.2016.1189461","pdf_url":"https://journals.vgtu.lt/index.php/TEDE/article/download/633/452","source":{"id":"https://openalex.org/S115091506","display_name":"Technological and Economic Development of Economy","issn_l":"1392-8619","issn":["1392-8619","1822-3613","2029-4913","2029-4921"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317518","host_organization_name":"Vilnius Gediminas Technical University","host_organization_lineage":["https://openalex.org/P4310317518"],"host_organization_lineage_names":["Vilnius Gediminas Technical University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technological and Economic Development of Economy","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2460269194.pdf","grobid_xml":"https://content.openalex.org/works/W2460269194.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W207804405","https://openalex.org/W783341876","https://openalex.org/W1491972678","https://openalex.org/W1501347617","https://openalex.org/W1576818901","https://openalex.org/W1588984239","https://openalex.org/W1861589783","https://openalex.org/W1964407224","https://openalex.org/W1969246162","https://openalex.org/W1970384904","https://openalex.org/W1972114184","https://openalex.org/W1976208555","https://openalex.org/W1977539771","https://openalex.org/W1978291559","https://openalex.org/W1980596037","https://openalex.org/W1990064677","https://openalex.org/W1991141301","https://openalex.org/W1994828581","https://openalex.org/W2002169389","https://openalex.org/W2003074920","https://openalex.org/W2005873781","https://openalex.org/W2006725660","https://openalex.org/W2008254025","https://openalex.org/W2008255493","https://openalex.org/W2011957532","https://openalex.org/W2012076552","https://openalex.org/W2013777142","https://openalex.org/W2014394186","https://openalex.org/W2014585144","https://openalex.org/W2015453663","https://openalex.org/W2017821581","https://openalex.org/W2018357431","https://openalex.org/W2020360355","https://openalex.org/W2027724484","https://openalex.org/W2028035046","https://openalex.org/W2028967273","https://openalex.org/W2035854859","https://openalex.org/W2036421701","https://openalex.org/W2040382545","https://openalex.org/W2040622309","https://openalex.org/W2046054477","https://openalex.org/W2046707312","https://openalex.org/W2047108725","https://openalex.org/W2060700693","https://openalex.org/W2061150529","https://openalex.org/W2063056835","https://openalex.org/W2065329409","https://openalex.org/W2066044086","https://openalex.org/W2076309564","https://openalex.org/W2076452041","https://openalex.org/W2084674986","https://openalex.org/W2090186854","https://openalex.org/W2092667551","https://openalex.org/W2103748559","https://openalex.org/W2119153232","https://openalex.org/W2129763896","https://openalex.org/W2131292781","https://openalex.org/W2162309218","https://openalex.org/W2163095773","https://openalex.org/W2164308914","https://openalex.org/W2171110195","https://openalex.org/W2254783895","https://openalex.org/W2344573320","https://openalex.org/W2403747703","https://openalex.org/W2609211940","https://openalex.org/W4232917211"],"related_works":["https://openalex.org/W2090186854","https://openalex.org/W2006725660","https://openalex.org/W2808467937","https://openalex.org/W2025141147","https://openalex.org/W2155626903","https://openalex.org/W4210994236","https://openalex.org/W2356486705","https://openalex.org/W2618277299","https://openalex.org/W2123591228","https://openalex.org/W2350527959"],"abstract_inverted_index":{"Evaluation":[0],"and":[1,156],"selection":[2,44,164],"of":[3,27,75,96,107,120,172],"candidate":[4],"suppliers":[5],"has":[6],"become":[7],"a":[8,20,147,161],"major":[9],"decision":[10],"in":[11],"business":[12],"activities":[13],"around":[14],"the":[15,42,55,66,118,121,130,141,170,173],"world.":[16],"In":[17],"this":[18],"paper,":[19],"new":[21],"hybrid":[22,100,175],"approach":[23,106],"based":[24,132,153],"on":[25,133,154],"integration":[26],"Gene":[28],"Expression":[29],"Programming":[30],"(GEP)":[31],"with":[32,111],"Data":[33,112],"Envelopment":[34,113],"Analysis":[35,114],"(DEA)":[36],"(DEA-GEP)":[37],"is":[38,83,102,137,166],"presented":[39,167],"to":[40,61,64,86,92,104,116,168],"overcome":[41],"supplier":[43,163],"problem.":[45],"First,":[46],"suppliers\u2019":[47,56],"efficiencies":[48],"are":[49,59],"obtained":[50,125],"through":[51],"applying":[52],"DEA.":[53],"Then,":[54],"related":[57],"data":[58,82,158],"utilized":[60],"train":[62,87],"GEP":[63,134],"find":[65],"best":[67],"trained":[68],"DEA-GEP":[69,101,176],"algorithm":[70],"for":[71,150],"predicting":[72],"efficiency":[73,94,151],"score":[74,152],"Decision":[76],"Making":[77],"Units":[78],"(DMUs).":[79],"The":[80,98,124],"aforementioned":[81],"also":[84,145],"used":[85],"Artificial":[88,108],"Neural":[89,109],"Network":[90,110],"(ANN)":[91],"predict":[93],"scores":[95],"DMUs.":[97],"proposed":[99,122,174],"compared":[103],"integrated":[105],"(DEA-ANN)":[115],"support":[117],"validity":[119],"model.":[123,177],"results":[126],"clearly":[127],"show":[128,169],"that":[129],"model":[131],"not":[135],"only":[136],"more":[138],"accurate":[139],"than":[140],"DEA-ANN":[142],"model,":[143],"but":[144],"presents":[146],"mathematical":[148],"function":[149],"input":[155],"output":[157],"set.":[159],"Finally,":[160],"real-life":[162],"problem":[165],"applicability":[171]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1}],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2016-07-22T00:00:00"}