{"id":"https://openalex.org/W2058919894","doi":"https://doi.org/10.1109/tcyb.2014.2317488","title":"Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling","display_name":"Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling","publication_year":2014,"publication_date":"2014-04-29","ids":{"openalex":"https://openalex.org/W2058919894","doi":"https://doi.org/10.1109/tcyb.2014.2317488","mag":"2058919894","pmid":"https://pubmed.ncbi.nlm.nih.gov/24802623"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2014.2317488","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2014.2317488","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","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","[Dept. 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"]},{"raw_affiliation_string":"[Dept. 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":13.1084,"has_fulltext":false,"cited_by_count":162,"citation_normalized_percentile":{"value":0.98769188,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"45","issue":"1","first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9997000098228455,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9980000257492065,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9950000047683716,"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/iterated-local-search","display_name":"Iterated local search","score":0.725205659866333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7211448550224304},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6246169209480286},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.59471195936203},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5915430784225464},{"id":"https://openalex.org/keywords/job-shop","display_name":"Job shop","score":0.49654918909072876},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4395419955253601},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.43815895915031433},{"id":"https://openalex.org/keywords/gene-expression-programming","display_name":"Gene expression programming","score":0.4129323661327362},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3603026270866394},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35147738456726074},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.3365671634674072},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.33293938636779785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23758181929588318},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12612536549568176},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12484532594680786},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.07544857263565063},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07410207390785217},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07003343105316162}],"concepts":[{"id":"https://openalex.org/C124145224","wikidata":"https://www.wikidata.org/wiki/Q6094397","display_name":"Iterated local search","level":3,"score":0.725205659866333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7211448550224304},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6246169209480286},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.59471195936203},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5915430784225464},{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.49654918909072876},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4395419955253601},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.43815895915031433},{"id":"https://openalex.org/C6980683","wikidata":"https://www.wikidata.org/wiki/Q5531551","display_name":"Gene expression programming","level":2,"score":0.4129323661327362},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3603026270866394},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35147738456726074},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.3365671634674072},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.33293938636779785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23758181929588318},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12612536549568176},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12484532594680786},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.07544857263565063},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07410207390785217},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07003343105316162}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2014.2317488","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2014.2317488","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:24802623","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24802623","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":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/123477","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/123477","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":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320774","display_name":"Royal Society Te Ap\u0101rangi","ror":"https://ror.org/04tajb587"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1483736078","https://openalex.org/W1493718069","https://openalex.org/W1502125971","https://openalex.org/W1506853907","https://openalex.org/W1528771887","https://openalex.org/W1536647479","https://openalex.org/W1552798612","https://openalex.org/W1569757501","https://openalex.org/W1576818901","https://openalex.org/W1591718737","https://openalex.org/W1726206169","https://openalex.org/W1797125234","https://openalex.org/W1968172394","https://openalex.org/W1972328517","https://openalex.org/W1972928373","https://openalex.org/W1975580029","https://openalex.org/W1981029154","https://openalex.org/W1982114031","https://openalex.org/W1983770999","https://openalex.org/W1988489432","https://openalex.org/W1989425350","https://openalex.org/W1998714382","https://openalex.org/W2014034914","https://openalex.org/W2014094728","https://openalex.org/W2022001033","https://openalex.org/W2029481182","https://openalex.org/W2035057469","https://openalex.org/W2037705289","https://openalex.org/W2042127757","https://openalex.org/W2044560388","https://openalex.org/W2059719502","https://openalex.org/W2069641426","https://openalex.org/W2073870328","https://openalex.org/W2081044893","https://openalex.org/W2087376002","https://openalex.org/W2088865390","https://openalex.org/W2089302826","https://openalex.org/W2095574087","https://openalex.org/W2103000857","https://openalex.org/W2119537713","https://openalex.org/W2122967269","https://openalex.org/W2128882994","https://openalex.org/W2136485110","https://openalex.org/W2139323623","https://openalex.org/W2149362532","https://openalex.org/W2155132830","https://openalex.org/W2160117673","https://openalex.org/W2164271762","https://openalex.org/W2166858694","https://openalex.org/W2167788072","https://openalex.org/W2321430542","https://openalex.org/W2590697479","https://openalex.org/W4238753141","https://openalex.org/W6635610897","https://openalex.org/W6650064755","https://openalex.org/W6661190898","https://openalex.org/W6675317716"],"related_works":["https://openalex.org/W2083844986","https://openalex.org/W2887485518","https://openalex.org/W2005660029","https://openalex.org/W1996453501","https://openalex.org/W2025157869","https://openalex.org/W1666350026","https://openalex.org/W2346455737","https://openalex.org/W2074650926","https://openalex.org/W3081534731","https://openalex.org/W3204855000"],"abstract_inverted_index":{"Dispatching":[0],"rules":[1,42],"have":[2,66],"been":[3,67],"commonly":[4],"used":[5],"in":[6,31,148,152,198],"practice":[7],"for":[8,48,112],"making":[9],"sequencing":[10],"and":[11,61,91,146,156,196],"scheduling":[12,46],"decisions.":[13],"Due":[14],"to":[15,38,43,69,104,123],"specific":[16],"characteristics":[17],"of":[18,77,120,154,178,181,188],"each":[19,49],"manufacturing":[20,50],"system,":[21],"there":[22],"is":[23,36,122],"no":[24],"universal":[25],"dispatching":[26,41,78],"rule":[27],"that":[28,142,162,184],"can":[29],"dominate":[30],"all":[32],"situations.":[33],"Therefore,":[34],"it":[35],"important":[37],"design":[39,72,76],"specialized":[40],"enhance":[44],"the":[45,71,133,179,185,192],"performance":[47,187],"environment.":[51],"Evolutionary":[52],"computation":[53],"approaches":[54],"such":[55],"as":[56],"tree-based":[57],"genetic":[58,174],"programming":[59,64,106],"(TGP)":[60],"gene":[62],"expression":[63],"(GEP)":[65],"proposed":[68],"facilitate":[70],"task":[73],"through":[74],"automatic":[75,105],"rules.":[79],"However,":[80],"these":[81],"methods":[82],"are":[83,167],"still":[84],"limited":[85],"by":[86,165,173],"their":[87],"high":[88],"computational":[89],"cost":[90],"low":[92],"exploitation":[93,197],"ability.":[94],"To":[95],"overcome":[96],"this":[97],"problem,":[98],"we":[99],"develop":[100],"a":[101],"new":[102],"approach":[103],"via":[107],"iterated":[108],"local":[109,126],"search":[110,200],"(APRILS)":[111],"dynamic":[113],"job":[114],"shop":[115],"scheduling.":[116],"The":[117,139,158],"key":[118],"idea":[119],"APRILS":[121,143,166,182,189],"perform":[124],"multiple":[125],"searches":[127],"started":[128],"with":[129],"programs":[130,136,163],"modified":[131],"from":[132,191],"best":[134],"obtained":[135,172],"so":[137],"far.":[138],"experiments":[140],"show":[141],"outperforms":[144],"TGP":[145],"GEP":[147],"most":[149],"simulation":[150],"scenarios":[151],"terms":[153],"effectiveness":[155],"efficiency.":[157],"analysis":[159],"also":[160],"shows":[161],"generated":[164],"more":[168],"compact":[169],"than":[170],"those":[171],"programming.":[175],"An":[176],"investigation":[177],"behavior":[180],"suggests":[183],"good":[186],"comes":[190],"balance":[193],"between":[194],"exploration":[195],"its":[199],"mechanism.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":29},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
