{"id":"https://openalex.org/W2171625851","doi":"https://doi.org/10.1142/s0217595906000802","title":"COMPARISON OF SCHEDULING EFFICIENCY IN TWO/THREE-MACHINE NO-WAIT FLOW SHOP PROBLEM USING SIMULATED ANNEALING AND GENETIC ALGORITHM","display_name":"COMPARISON OF SCHEDULING EFFICIENCY IN TWO/THREE-MACHINE NO-WAIT FLOW SHOP PROBLEM USING SIMULATED ANNEALING AND GENETIC ALGORITHM","publication_year":2006,"publication_date":"2006-03-01","ids":{"openalex":"https://openalex.org/W2171625851","doi":"https://doi.org/10.1142/s0217595906000802","mag":"2171625851"},"language":"en","primary_location":{"id":"doi:10.1142/s0217595906000802","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0217595906000802","pdf_url":null,"source":{"id":"https://openalex.org/S1254427","display_name":"Asia Pacific Journal of Operational Research","issn_l":"0217-5959","issn":["0217-5959","1793-7019"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Asia-Pacific Journal of Operational Research","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/A5109253199","display_name":"Tai-Yue Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"TAI-YUE WANG","raw_affiliation_strings":["Department of Industrial and Information Management, National Cheng Kung University, Tainan, Taiwan, ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Information Management, National Cheng Kung University, Tainan, Taiwan, ROC","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002361812","display_name":"YIH-HWANG YANG","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"YIH-HWANG YANG","raw_affiliation_strings":["Department of Industrial and Information Management, National Cheng Kung University, Tainan, Taiwan, ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Information Management, National Cheng Kung University, Tainan, Taiwan, ROC","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061135841","display_name":"HERN-JIANG LIN","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"HERN-JIANG LIN","raw_affiliation_strings":["Department of Industrial and Information Management, National Cheng Kung University, Tainan, Taiwan, ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Information Management, National Cheng Kung University, Tainan, Taiwan, ROC","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109253199"],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":null,"apc_paid":null,"fwci":2.4584,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89731104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"23","issue":"01","first_page":"41","last_page":"59"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":1.0,"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":1.0,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9968000054359436,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9922999739646912,"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/simulated-annealing","display_name":"Simulated annealing","score":0.7584012150764465},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.7377620935440063},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.684695303440094},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6759841442108154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6397219896316528},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6182329654693604},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4884166121482849},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4622613489627838},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45168668031692505},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4279247522354126},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22799482941627502},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.15895035862922668}],"concepts":[{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.7584012150764465},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.7377620935440063},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.684695303440094},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6759841442108154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6397219896316528},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6182329654693604},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4884166121482849},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4622613489627838},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45168668031692505},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4279247522354126},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22799482941627502},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.15895035862922668},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s0217595906000802","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0217595906000802","pdf_url":null,"source":{"id":"https://openalex.org/S1254427","display_name":"Asia Pacific Journal of Operational Research","issn_l":"0217-5959","issn":["0217-5959","1793-7019"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Asia-Pacific Journal of Operational Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:apjorx:v:23:y:2006:i:01:n:s0217595906000802","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0217595906000802","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:RePEc:wsi:apjorx:v:23:y:2006:i:01:p:41-59","is_oa":false,"landing_page_url":"http://www.worldscinet.com/cgi-bin/details.cgi?type=html&id=pii:S0217595906000802","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":[{"score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W99032621","https://openalex.org/W171221056","https://openalex.org/W1497256448","https://openalex.org/W1553069021","https://openalex.org/W1966577583","https://openalex.org/W1969513029","https://openalex.org/W1970140199","https://openalex.org/W1976225909","https://openalex.org/W1977078047","https://openalex.org/W1982548387","https://openalex.org/W1984701290","https://openalex.org/W1988343920","https://openalex.org/W1988694905","https://openalex.org/W1989240442","https://openalex.org/W1989492334","https://openalex.org/W1996688253","https://openalex.org/W1996800651","https://openalex.org/W1997933997","https://openalex.org/W2008570019","https://openalex.org/W2010745558","https://openalex.org/W2012198775","https://openalex.org/W2017220225","https://openalex.org/W2017443180","https://openalex.org/W2022520278","https://openalex.org/W2024060531","https://openalex.org/W2024085737","https://openalex.org/W2032257665","https://openalex.org/W2035022351","https://openalex.org/W2035754921","https://openalex.org/W2037524044","https://openalex.org/W2042007290","https://openalex.org/W2042475341","https://openalex.org/W2044060832","https://openalex.org/W2051788118","https://openalex.org/W2052516622","https://openalex.org/W2056630065","https://openalex.org/W2056760934","https://openalex.org/W2056987382","https://openalex.org/W2068044149","https://openalex.org/W2070359938","https://openalex.org/W2077843935","https://openalex.org/W2089155447","https://openalex.org/W2149884725","https://openalex.org/W2154061444","https://openalex.org/W2157846217","https://openalex.org/W2166267588","https://openalex.org/W2170716909","https://openalex.org/W2916569348","https://openalex.org/W4233159355","https://openalex.org/W4235332010","https://openalex.org/W4243078096","https://openalex.org/W4247245376","https://openalex.org/W4253705407"],"related_works":["https://openalex.org/W2967782293","https://openalex.org/W2185192838","https://openalex.org/W2955323683","https://openalex.org/W1564838499","https://openalex.org/W2069961172","https://openalex.org/W26892725","https://openalex.org/W2559484340","https://openalex.org/W2165758382","https://openalex.org/W1974309933","https://openalex.org/W1971939018"],"abstract_inverted_index":{"This":[0],"paper":[1],"considers":[2],"two/three-machine":[3],"no-wait":[4],"flow":[5],"shop":[6],"scheduling":[7,19],"problems":[8],"with":[9,13,135],"makespan":[10],"minimization.":[11],"Inherited":[12],"the":[14,55,58,66,74,79,83,114,136],"NP-hard":[15],"problem":[16,20],"nature,":[17],"this":[18],"is":[21,90],"solved":[22],"by":[23],"using":[24],"a":[25],"Simulated":[26],"Annealing":[27],"(SA)":[28],"and":[29,70,98,109,125],"Genetic":[30],"Algorithm":[31],"(GA)":[32],"instead":[33],"of":[34,57,107,116],"mathematical":[35],"programming.":[36],"These":[37],"two":[38,59],"well-known":[39],"search":[40],"algorithms":[41],"are":[42,121],"often":[43],"used":[44],"to":[45,53,92,122],"solve":[46],"complex":[47],"combinational":[48],"optimization":[49],"problems.":[50],"In":[51],"order":[52],"compare":[54,123],"performance":[56,106],"algorithms,":[60],"we":[61,86],"use":[62],"solution":[63,76,96],"quality":[64,97],"(under":[65,73],"same":[67,75],"computational":[68],"time)":[69],"computation":[71,99],"efficiency":[72,100],"quality)":[77],"as":[78],"measuring":[80],"criteria.":[81],"From":[82],"example":[84],"problem,":[85],"found":[87],"that":[88],"SA":[89,108,124],"superior":[91],"GA":[93,110,126],"in":[94],"both":[95],"under":[101,127],"identical":[102],"terminating":[103],"conditions.":[104],"The":[105],"decreased":[111],"upon":[112],"increasing":[113],"number":[115],"jobs.":[117],"Our":[118],"main":[119],"contributions":[120],"limited":[128],"resources,":[129],"which":[130],"would":[131],"be":[132],"more":[133],"consistent":[134],"real":[137],"world.":[138]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}