{"id":"https://openalex.org/W7087273698","doi":"https://doi.org/10.5281/zenodo.17309329","title":"The benchmark instances of the DRFJSP-MO (in MATLAB)","display_name":"The benchmark instances of the DRFJSP-MO (in MATLAB)","publication_year":2025,"publication_date":"2025-10-10","ids":{"openalex":"https://openalex.org/W7087273698","doi":"https://doi.org/10.5281/zenodo.17309329"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.17309329","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.17309329","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.17309329","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zhang, Ziyu","orcid":"https://orcid.org/0000-0002-4140-6467"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang, Ziyu","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology"],"raw_orcid":"https://orcid.org/0000-0002-4140-6467","affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Li, Xinyu","orcid":"https://orcid.org/0000-0002-3730-0360"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li, Xinyu","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology"],"raw_orcid":"https://orcid.org/0000-0002-3730-0360","affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":null,"display_name":"Gao, Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gao, Liang","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9485999941825867,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9485999941825867,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.0020000000949949026,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.0019000000320374966,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.7106999754905701},{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.6506999731063843},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5727999806404114},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5008999705314636},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41519999504089355},{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.3675999939441681},{"id":"https://openalex.org/keywords/due-date","display_name":"Due date","score":0.33959999680519104}],"concepts":[{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.7106999754905701},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.6506999731063843},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6486999988555908},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5727999806404114},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5008999705314636},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41519999504089355},{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.3675999939441681},{"id":"https://openalex.org/C3019208289","wikidata":"https://www.wikidata.org/wiki/Q56612115","display_name":"Due date","level":3,"score":0.33959999680519104},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.326200008392334},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.3176000118255615},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.28940001130104065},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.25440001487731934},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2517000138759613},{"id":"https://openalex.org/C311688","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Time complexity","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.17309329","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.17309329","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.17309329","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.17309329","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5481151938438416}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Publication:":[0],"Zhang":[1],"Z,":[2],"Li":[3],"X,":[4],"Gao":[5],"L,":[6],"et":[7],"al.":[8],"Internal":[9],"processing":[10,263,284],"or":[11],"outsourcing?":[12],"An":[13],"asynchronous":[14],"meta-heuristic":[15],"for":[16,41,156,220,231,240,255,278,299,317,332],"dual-resource":[17,43],"flexible":[18,44],"job":[19,45,222,267],"shop":[20,46],"scheduling":[21,47],"with":[22,49,89],"multiple":[23,50],"outsourcing":[24,51,112,183,193,257],"centers.":[25],"Chinese":[26],"Journal":[27],"of":[28,95,103,111,121,167,172,181,189,203,209,218,229,238,251,265,296,325,346],"Mechanical":[29],"Engineering,":[30],"2026:":[31],"100338.":[32],"https://doi.org/10.1016/j.cjme.2026.100338":[33],"Description:":[34],"30":[35],"benchmark":[36],"instances":[37],"(ZLG01":[38],"~":[39],"ZLG30)":[40],"the":[42,74,93,101,109,119,124,145,157,175,182,216,249,266,274,282,294,312],"problem":[48,75],"centers":[52,184],"(DRFJSP-MO)":[53],"is":[54,132,137,196,269,290,307],"provided":[55],"in":[56,123,140,174,191,223,259],"this":[57,77,136],"file.":[58],"DRFJSP-MO":[59],"can":[60,80,143],"also":[61],"be":[62,81],"defined":[63],"by":[64],"other":[65],"names.":[66],"As":[67],"long":[68],"as":[69,162],"your":[70],"research":[71],"conforms":[72],"to":[73,99,107,116,129,148],"definition,":[76],"test":[78,85],"suite":[79,86],"used.":[82],"The":[83,165,170,179,187,200,206,226,235,262,322,329,336,344],"ZLG":[84],"contains":[87],"problems":[88],"different":[90,341],"parameters,":[91],"increasing":[92],"number":[94,102,110,120,166,171,180,188,202,208,213,217,228,237,246,250,345],"jobs":[96],"from":[97,105,114,127],"six":[98],"30,":[100],"machines":[104,173,190,298,347],"five":[106],"12,":[108],"workshops":[113],"one":[115],"four,":[117],"and":[118,281,314],"workers":[122],"internal":[125,176],"workshop":[126,349],"three":[128],"seven.":[130],"It":[131,195],"worth":[133],"noting":[134],"that":[135],"a":[138,197,270,291,308],"version":[139],"MATLAB.":[141],"You":[142],"use":[144],"\"load\"":[146],"command":[147],"read":[149],"it.":[150],"For":[151],"example:":[152],"load('ZLG01.mat')":[153],"---------------------------------------------------------------The":[154],"explanations":[155],"main":[158],"variable":[159],"names":[160],"are":[161],"follows:1.":[163],"JobNum:":[164],"jobs.2.":[168],"InMachNum:":[169],"workshop.3.":[177],"OutShopNum:":[178],"(workshops)4.":[185],"OutShopMach:":[186],"each":[192,221,256,279,300,318,326,333,348],"center.":[194],"vector.5.":[198],"MachineNum:":[199],"total":[201,207,236],"machines.6.":[204],"WorkerNum:":[205],"workers.7.":[210],"OperaVec:":[211],"Operation":[212],"vector,":[214,247],"displaying":[215],"operations":[219,230,239],"sequence.8.":[224],"OperaMax:":[225],"maximum":[227],"all":[232,241],"jobs.9.":[233],"OperaNum:":[234],"jobs.10.":[242],"Periods:":[243],"Time":[244,303],"window":[245,304],"showing":[248,293],"service":[252],"time":[253,316,319,324,331,338],"windows":[254],"machine":[258,276],"sequence.11.":[260],"JobInfo:":[261],"information":[264,288,305],"(it":[268,289,306],"structure)":[271],"which":[272,310],"includes":[273,311],"optional":[275],"set":[277,295],"operation":[280],"corresponding":[283],"time.12.":[285],"WorkerInfo:":[286],"Worker":[287],"structure),":[292,309],"controllable":[297],"worker.13.":[301],"ServiceWindow:":[302],"start":[313],"end":[315],"window.14.":[320],"ReleTime:":[321],"release":[323],"job.15.":[327],"DeliTime:":[328],"delivery":[330],"job.16.":[334],"ShopTransfer:":[335],"transfer":[337],"matrix":[339],"between":[340],"workshops.17.":[342],"PerShopMach:":[343],"possesses.":[350]},"counts_by_year":[],"updated_date":"2026-07-14T05:46:48.188703","created_date":"2025-10-11T00:00:00"}