{"id":"https://openalex.org/W2089302826","doi":"https://doi.org/10.1162/evco_a_00105","title":"Genetic Programming for Evolving Due-Date Assignment Models in Job Shop Environments","display_name":"Genetic Programming for Evolving Due-Date Assignment Models in Job Shop Environments","publication_year":2013,"publication_date":"2013-04-24","ids":{"openalex":"https://openalex.org/W2089302826","doi":"https://doi.org/10.1162/evco_a_00105","mag":"2089302826","pmid":"https://pubmed.ncbi.nlm.nih.gov/23614773"},"language":"en","primary_location":{"id":"doi:10.1162/evco_a_00105","is_oa":false,"landing_page_url":"https://doi.org/10.1162/evco_a_00105","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5009255854","display_name":"Su Nguyen","orcid":"https://orcid.org/0000-0002-1153-5022"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Su Nguyen","raw_affiliation_strings":["Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400258","display_name":"Mengjie Zhang","orcid":"https://orcid.org/0000-0003-4463-9538"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Mengjie Zhang","raw_affiliation_strings":["Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103902192","display_name":"Mark Johnston","orcid":null},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Mark Johnston","raw_affiliation_strings":["Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025285243","display_name":"Kay Chen Tan","orcid":"https://orcid.org/0000-0002-6802-2463"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kay Chen Tan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009255854"],"corresponding_institution_ids":["https://openalex.org/I41156924"],"apc_list":null,"apc_paid":null,"fwci":6.8957,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.96356613,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"105","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9994999766349792,"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":0.9994999766349792,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.994700014591217,"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"}},{"id":"https://openalex.org/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9890999794006348,"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/job-shop","display_name":"Job shop","score":0.768544614315033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7199457883834839},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6628045439720154},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.646165668964386},{"id":"https://openalex.org/keywords/reusability","display_name":"Reusability","score":0.589146077632904},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5358319282531738},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5244684219360352},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.374955415725708},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37177324295043945},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.33416515588760376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29395541548728943},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.23472186923027039},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10926327109336853},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10131809115409851},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08498433232307434}],"concepts":[{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.768544614315033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7199457883834839},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6628045439720154},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.646165668964386},{"id":"https://openalex.org/C137981799","wikidata":"https://www.wikidata.org/wiki/Q1369184","display_name":"Reusability","level":3,"score":0.589146077632904},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5358319282531738},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5244684219360352},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.374955415725708},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37177324295043945},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33416515588760376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29395541548728943},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.23472186923027039},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10926327109336853},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10131809115409851},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08498433232307434},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003205","descriptor_name":"Computing Methodologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003205","descriptor_name":"Computing Methodologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003205","descriptor_name":"Computing Methodologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010561","descriptor_name":"Personnel Staffing and Scheduling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010561","descriptor_name":"Personnel Staffing and Scheduling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010561","descriptor_name":"Personnel Staffing and Scheduling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011381","descriptor_name":"Programming Languages","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011381","descriptor_name":"Programming Languages","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011381","descriptor_name":"Programming Languages","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1162/evco_a_00105","is_oa":false,"landing_page_url":"https://doi.org/10.1162/evco_a_00105","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","raw_type":"journal-article"},{"id":"pmid:23614773","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23614773","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary computation","raw_type":null},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/84410","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/84410","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Others"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W84502893","https://openalex.org/W118166827","https://openalex.org/W1536647479","https://openalex.org/W1542872335","https://openalex.org/W1569757501","https://openalex.org/W1576818901","https://openalex.org/W1591718737","https://openalex.org/W1603518421","https://openalex.org/W1966275911","https://openalex.org/W1995462538","https://openalex.org/W1997456623","https://openalex.org/W2002381556","https://openalex.org/W2006798728","https://openalex.org/W2008626263","https://openalex.org/W2014034914","https://openalex.org/W2014094728","https://openalex.org/W2015327584","https://openalex.org/W2016689756","https://openalex.org/W2026524380","https://openalex.org/W2029481182","https://openalex.org/W2041904635","https://openalex.org/W2042567292","https://openalex.org/W2046554925","https://openalex.org/W2047153414","https://openalex.org/W2049451652","https://openalex.org/W2051177511","https://openalex.org/W2058919894","https://openalex.org/W2066714536","https://openalex.org/W2068674539","https://openalex.org/W2072441740","https://openalex.org/W2072638946","https://openalex.org/W2073870328","https://openalex.org/W2080535136","https://openalex.org/W2087064638","https://openalex.org/W2087955975","https://openalex.org/W2090441809","https://openalex.org/W2097006520","https://openalex.org/W2100604298","https://openalex.org/W2109341366","https://openalex.org/W2122967269","https://openalex.org/W2130945895","https://openalex.org/W2137654273","https://openalex.org/W2138237750","https://openalex.org/W2140003718","https://openalex.org/W2148996900","https://openalex.org/W2160117673","https://openalex.org/W2164271762","https://openalex.org/W2165207629","https://openalex.org/W2166080741","https://openalex.org/W2166858694","https://openalex.org/W2171341281","https://openalex.org/W2590697479","https://openalex.org/W2913425267","https://openalex.org/W4238753141"],"related_works":["https://openalex.org/W2160425906","https://openalex.org/W1882733036","https://openalex.org/W2389719923","https://openalex.org/W2109998134","https://openalex.org/W1572108542","https://openalex.org/W2019385245","https://openalex.org/W2546696010","https://openalex.org/W2089302826","https://openalex.org/W84502893","https://openalex.org/W1494135677"],"abstract_inverted_index":{"Due-date":[0],"assignment":[1,33],"plays":[2],"an":[3],"important":[4],"role":[5],"in":[6],"scheduling":[7],"systems":[8],"and":[9,22,94],"strongly":[10],"influences":[11],"the":[12,20,28,60,78,86],"delivery":[13],"performance":[14,84],"of":[15,19,25,30,92],"job":[16,26,52],"shops.":[17],"Because":[18],"stochastic":[21],"dynamic":[23,71],"nature":[24],"shops,":[27],"development":[29],"general":[31],"due-date":[32],"models":[34],"(DDAMs)":[35],"is":[36],"complicated.":[37],"In":[38,76],"this":[39],"study,":[40],"two":[41],"genetic":[42],"programming":[43],"(GP)":[44],"methods":[45],"are":[46],"proposed":[47],"to":[48],"evolve":[49],"DDAMs":[50,62,72,81,88],"for":[51],"shop":[53],"environments.":[54],"The":[55],"experimental":[56],"results":[57],"show":[58,82],"that":[59],"evolved":[61,79,87],"can":[63],"make":[64],"more":[65],"accurate":[66],"estimates":[67],"than":[68,85],"other":[69],"existing":[70],"with":[73],"promising":[74],"reusability.":[75],"addition,":[77],"operation-based":[80],"better":[83],"employing":[89],"aggregate":[90],"information":[91],"jobs":[93],"machines.":[95]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
