{"id":"https://openalex.org/W2162725817","doi":"https://doi.org/10.1177/0037549709346561","title":"Genetic Programming Based Data Mining Approach to Dispatching Rule Selection in a Simulated Job Shop","display_name":"Genetic Programming Based Data Mining Approach to Dispatching Rule Selection in a Simulated Job Shop","publication_year":2009,"publication_date":"2009-09-04","ids":{"openalex":"https://openalex.org/W2162725817","doi":"https://doi.org/10.1177/0037549709346561","mag":"2162725817"},"language":"en","primary_location":{"id":"doi:10.1177/0037549709346561","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549709346561","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","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/A5020250044","display_name":"Adil Baykaso\u011flu","orcid":"https://orcid.org/0000-0002-4952-7239"},"institutions":[{"id":"https://openalex.org/I59738393","display_name":"Gaziantep University","ror":"https://ror.org/020vvc407","country_code":"TR","type":"education","lineage":["https://openalex.org/I59738393"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Adil Baykaso\u011flu","raw_affiliation_strings":["Department of Industrial Engineering, University of Gaziantep, Gaziantep, Turkey,"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, University of Gaziantep, Gaziantep, Turkey,","institution_ids":["https://openalex.org/I59738393"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014769716","display_name":"Mustafa G\u00f6\u00e7ken","orcid":"https://orcid.org/0000-0002-1256-2305"},"institutions":[{"id":"https://openalex.org/I59738393","display_name":"Gaziantep University","ror":"https://ror.org/020vvc407","country_code":"TR","type":"education","lineage":["https://openalex.org/I59738393"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa G\u00f6\u00e7ken","raw_affiliation_strings":["Department of Industrial Engineering, University of Gaziantep, Gaziantep, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, University of Gaziantep, Gaziantep, Turkey","institution_ids":["https://openalex.org/I59738393"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038260798","display_name":"Lale \u00d6zbak\u0131r","orcid":"https://orcid.org/0000-0002-8103-7715"},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Lale \u00d6zbakir","raw_affiliation_strings":["Department of Industrial Engineering, Erciyes University, Kayseri, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Erciyes University, Kayseri, Turkey","institution_ids":["https://openalex.org/I87673952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020250044"],"corresponding_institution_ids":["https://openalex.org/I59738393"],"apc_list":null,"apc_paid":null,"fwci":0.7505,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.79552449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"86","issue":"12","first_page":"715","last_page":"728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9995999932289124,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9934999942779541,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9840999841690063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/job-shop","display_name":"Job shop","score":0.7911372184753418},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6595540046691895},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6524633169174194},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6459266543388367},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6330279111862183},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6120297908782959},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.586320698261261},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.44193994998931885},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.3680937588214874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.308327317237854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26228994131088257},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.18847724795341492},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.09137007594108582}],"concepts":[{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.7911372184753418},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6595540046691895},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6524633169174194},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6459266543388367},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6330279111862183},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6120297908782959},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.586320698261261},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.44193994998931885},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.3680937588214874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.308327317237854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26228994131088257},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.18847724795341492},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.09137007594108582},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0037549709346561","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549709346561","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322628","display_name":"T\u00fcrkiye Bilimler Akademisi","ror":"https://ror.org/00aqt9352"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1579808281","https://openalex.org/W1677947634","https://openalex.org/W1981622230","https://openalex.org/W1988185480","https://openalex.org/W1990264430","https://openalex.org/W2012881334","https://openalex.org/W2017169794","https://openalex.org/W2026913714","https://openalex.org/W2036044151","https://openalex.org/W2046050612","https://openalex.org/W2065295856","https://openalex.org/W2067419428","https://openalex.org/W2069641426","https://openalex.org/W2081073993","https://openalex.org/W2088865390","https://openalex.org/W2095965158","https://openalex.org/W2103660812","https://openalex.org/W2129627745","https://openalex.org/W2157846217","https://openalex.org/W2171585413","https://openalex.org/W4246060548","https://openalex.org/W4299947940"],"related_works":["https://openalex.org/W2025157869","https://openalex.org/W2074650926","https://openalex.org/W2031676021","https://openalex.org/W2090045937","https://openalex.org/W1988229514","https://openalex.org/W2163588069","https://openalex.org/W3109838862","https://openalex.org/W45466894","https://openalex.org/W2075696138","https://openalex.org/W2488137048"],"abstract_inverted_index":{"In":[0,55],"this":[1],"paper,":[2],"a":[3,24,78],"genetic":[4,79],"programming":[5,80,91],"based":[6,81],"data":[7,82],"mining":[8,83],"approach":[9],"is":[10,39,86,96],"proposed":[11],"to":[12,40,50,57,66,98,112,131],"select":[13,41],"dispatching":[14,46,108,125],"rules":[15,126],"which":[16],"will":[17],"result":[18],"in":[19],"competitive":[20],"shop":[21,28,53,115,134],"performance":[22,75],"under":[23],"given":[25],"set":[26,48,110],"of":[27,70,104,137],"parameters":[29,72],"(e.g.":[30],"interarrival":[31],"times,":[32],"pre-shop":[33],"pool":[34],"length).":[35],"The":[36,117],"main":[37],"purpose":[38],"the":[42,51,68,102,113,123,132,138],"most":[43],"appropriate":[44,128],"conventional":[45,107],"rule":[47,94,109],"according":[49,111,130],"current":[52,114,133],"parameters.":[54,135],"order":[56],"achieve":[58],"this,":[59],"full":[60],"factorial":[61],"experiments":[62,146],"are":[63,127,140],"carried":[64],"out":[65],"determine":[67],"effect":[69],"input":[71],"on":[73,101,147],"predetermined":[74],"measures.":[76],"Afterwards,":[77],"tool":[84],"that":[85,122],"known":[87],"as":[88],"MEPAR-miner":[89],"(multi-expression":[90],"for":[92],"classification":[93],"mining)":[95],"employed":[97],"extract":[99],"knowledge":[100],"selection":[103],"best":[105],"possible":[106],"status.":[116],"obtained":[118],"results":[119,139],"have":[120],"shown":[121],"selected":[124],"ones":[129],"All":[136],"illustrated":[141],"via":[142],"numerical":[143],"examples":[144],"and":[145],"simulated":[148],"data.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
