{"id":"https://openalex.org/W2965608356","doi":"https://doi.org/10.24963/ijcai.2019/781","title":"Scheduling Jobs with Stochastic Processing Time on Parallel Identical Machines","display_name":"Scheduling Jobs with Stochastic Processing Time on Parallel Identical Machines","publication_year":2019,"publication_date":"2019-07-28","ids":{"openalex":"https://openalex.org/W2965608356","doi":"https://doi.org/10.24963/ijcai.2019/781","mag":"2965608356"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2019/781","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/781","pdf_url":"https://www.ijcai.org/proceedings/2019/0781.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2019/0781.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054277966","display_name":"Richard Stec","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152232","display_name":"Institute of Informatics of the Slovak Academy of Sciences","ror":"https://ror.org/04jgqpc26","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210152232"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ","SK"],"is_corresponding":false,"raw_author_name":"Richard Stec","raw_affiliation_strings":["Czech Institute of Informatics, Robotics, and Cybernetics, Czech Technical University in Prague, CZ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics, and Cybernetics, Czech Technical University in Prague, CZ","institution_ids":["https://openalex.org/I4210152232","https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052696241","display_name":"Anton\u00edn Nov\u00e1k","orcid":"https://orcid.org/0000-0003-2203-4554"},"institutions":[{"id":"https://openalex.org/I4210152232","display_name":"Institute of Informatics of the Slovak Academy of Sciences","ror":"https://ror.org/04jgqpc26","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210152232"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ","SK"],"is_corresponding":true,"raw_author_name":"Antonin Novak","raw_affiliation_strings":["Czech Institute of Informatics, Robotics, and Cybernetics, Czech Technical University in Prague, CZ","Faculty of Electrical Engineering, Czech Technical University in Prague, CZ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics, and Cybernetics, Czech Technical University in Prague, CZ","institution_ids":["https://openalex.org/I4210152232","https://openalex.org/I44504214"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Czech Technical University in Prague, CZ","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015571030","display_name":"P\u0159emysl \u0160\u016fcha","orcid":"https://orcid.org/0000-0003-4895-157X"},"institutions":[{"id":"https://openalex.org/I4210152232","display_name":"Institute of Informatics of the Slovak Academy of Sciences","ror":"https://ror.org/04jgqpc26","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210152232"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ","SK"],"is_corresponding":false,"raw_author_name":"Premysl Sucha","raw_affiliation_strings":["Czech Institute of Informatics, Robotics, and Cybernetics, Czech Technical University in Prague, CZ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics, and Cybernetics, Czech Technical University in Prague, CZ","institution_ids":["https://openalex.org/I4210152232","https://openalex.org/I44504214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039174863","display_name":"Zden\u011bk Hanz\u00e1lek","orcid":"https://orcid.org/0000-0002-8135-1296"},"institutions":[{"id":"https://openalex.org/I4210152232","display_name":"Institute of Informatics of the Slovak Academy of Sciences","ror":"https://ror.org/04jgqpc26","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210152232"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ","SK"],"is_corresponding":false,"raw_author_name":"Zdenek Hanzalek","raw_affiliation_strings":["Czech Institute of Informatics, Robotics, and Cybernetics, Czech Technical University in Prague, CZ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics, and Cybernetics, Czech Technical University in Prague, CZ","institution_ids":["https://openalex.org/I4210152232","https://openalex.org/I44504214"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052696241"],"corresponding_institution_ids":["https://openalex.org/I4210152232","https://openalex.org/I44504214"],"apc_list":null,"apc_paid":null,"fwci":1.6338,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81960043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"5628","last_page":"5634"},"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/T12288","display_name":"Optimization and Search Problems","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12176","display_name":"Optimization and Packing Problems","score":0.9918000102043152,"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/computer-science","display_name":"Computer science","score":0.7736080884933472},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.742291271686554},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6576635837554932},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5754137635231018},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5345990061759949},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.4570382833480835},{"id":"https://openalex.org/keywords/processor-scheduling","display_name":"Processor scheduling","score":0.45171549916267395},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3998981714248657},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.366968035697937},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13176512718200684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7736080884933472},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.742291271686554},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6576635837554932},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5754137635231018},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5345990061759949},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.4570382833480835},{"id":"https://openalex.org/C2984822820","wikidata":"https://www.wikidata.org/wiki/Q1123036","display_name":"Processor scheduling","level":3,"score":0.45171549916267395},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3998981714248657},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.366968035697937},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13176512718200684},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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":2,"locations":[{"id":"doi:10.24963/ijcai.2019/781","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/781","pdf_url":"https://www.ijcai.org/proceedings/2019/0781.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.cvut.cz:10467/83086","is_oa":false,"landing_page_url":"http://hdl.handle.net/10467/83086","pdf_url":null,"source":{"id":"https://openalex.org/S4377196895","display_name":"Czech Technical University Digital Library (Czech Technical University in Prague)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I44504214","host_organization_name":"Czech Technical University in Prague","host_organization_lineage":["https://openalex.org/I44504214"],"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":"diplomov\u00e1 pr\u00e1ce"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2019/781","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/781","pdf_url":"https://www.ijcai.org/proceedings/2019/0781.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3875413885","display_name":null,"funder_award_id":"SGS19/175/OHK3/3T/13","funder_id":"https://openalex.org/F4320309972","funder_display_name":"\u010cesk\u00e9 Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Praze"}],"funders":[{"id":"https://openalex.org/F4320309972","display_name":"\u010cesk\u00e9 Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Praze","ror":"https://ror.org/03kqpb082"},{"id":"https://openalex.org/F4320322741","display_name":"Ministerstvo Pr\u016fmyslu a Obchodu","ror":"https://ror.org/03j4eb467"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2965608356.pdf","grobid_xml":"https://content.openalex.org/works/W2965608356.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W11724259","https://openalex.org/W1488422606","https://openalex.org/W1970355999","https://openalex.org/W1977604208","https://openalex.org/W2069959731","https://openalex.org/W2138702332","https://openalex.org/W2167580124","https://openalex.org/W2228512960","https://openalex.org/W2285796902","https://openalex.org/W2327219468","https://openalex.org/W2781894252","https://openalex.org/W2804146565","https://openalex.org/W2804936867","https://openalex.org/W2842413851"],"related_works":["https://openalex.org/W3204654320","https://openalex.org/W2128410848","https://openalex.org/W2118368532","https://openalex.org/W2102390841","https://openalex.org/W3047653192","https://openalex.org/W2096289371","https://openalex.org/W2126232624","https://openalex.org/W2434525066","https://openalex.org/W3140149227","https://openalex.org/W2946406471"],"abstract_inverted_index":{"Many":[0],"real-world":[1],"scheduling":[2,18],"problems":[3],"are":[4,41],"characterized":[5],"by":[6,28],"uncertain":[7],"parameters.":[8],"In":[9],"this":[10,57],"paper,":[11],"we":[12,91],"study":[13,50],"a":[14,29,44,62],"classical":[15],"parallel":[16],"machine":[17],"problem":[19],"where":[20],"the":[21,37,53,80,106],"processing":[22],"time":[23],"of":[24,56,70,83],"jobs":[25,40],"is":[26,34,73,86],"given":[27,45],"normal":[30],"distribution.":[31],"The":[32,68,98],"objective":[33],"to":[35,88],"maximize":[36],"probability":[38],"that":[39,74,102],"completed":[42],"before":[43],"common":[46],"due":[47],"date.":[48],"This":[49],"focuses":[51],"on":[52],"computational":[54],"aspect":[55],"problem,":[58],"and":[59,85],"it":[60,75],"proposes":[61],"Branch-and-Price":[63],"approach":[64],"for":[65],"solving":[66],"it.":[67],"advantage":[69],"our":[71,103],"method":[72,104],"scales":[76],"very":[77],"well":[78],"with":[79],"increasing":[81],"number":[82],"machines":[84],"easy":[87],"implement.":[89],"Furthermore,":[90],"propose":[92],"an":[93],"efficient":[94],"lower":[95],"bound":[96],"heuristics.":[97],"experimental":[99],"results":[100],"show":[101],"outperforms":[105],"existing":[107],"approaches.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":4}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}