{"id":"https://openalex.org/W2151207225","doi":"https://doi.org/10.1109/hipc.2009.5433224","title":"An effective scheduling algorithm for Linear Makespan Minimization on Unrelated Parallel Machines","display_name":"An effective scheduling algorithm for Linear Makespan Minimization on Unrelated Parallel Machines","publication_year":2009,"publication_date":"2009-12-01","ids":{"openalex":"https://openalex.org/W2151207225","doi":"https://doi.org/10.1109/hipc.2009.5433224","mag":"2151207225"},"language":"en","primary_location":{"id":"doi:10.1109/hipc.2009.5433224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipc.2009.5433224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Conference on High Performance Computing (HiPC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100837049","display_name":"Liya Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liya Fan","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy and Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy and Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731978","display_name":"Fa Zhang","orcid":"https://orcid.org/0000-0002-2081-9369"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fa Zhang","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy and Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy and Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073264875","display_name":"Gongming Wang","orcid":"https://orcid.org/0000-0003-0453-4002"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gongming Wang","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy and Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy and Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100766031","display_name":"Zhiyong Liu","orcid":"https://orcid.org/0000-0001-8257-4347"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Liu","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy and Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy and Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210090176"],"apc_list":null,"apc_paid":null,"fwci":4.4894,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94761905,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"40","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10857","display_name":"Advanced Electron Microscopy Techniques and Applications","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1315","display_name":"Structural 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"}},"topics":[{"id":"https://openalex.org/T10857","display_name":"Advanced Electron Microscopy Techniques and Applications","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1315","display_name":"Structural 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"}},{"id":"https://openalex.org/T12039","display_name":"Electron and X-Ray Spectroscopy Techniques","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2508","display_name":"Surfaces, Coatings and Films"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9577999711036682,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.9004503488540649},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6540493369102478},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.6326399445533752},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6224978566169739},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5087788701057434},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48188239336013794},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3700270652770996},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20662268996238708},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.06637546420097351}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.9004503488540649},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6540493369102478},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.6326399445533752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6224978566169739},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5087788701057434},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48188239336013794},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3700270652770996},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20662268996238708},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.06637546420097351},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hipc.2009.5433224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipc.2009.5433224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Conference on High Performance Computing (HiPC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1488422606","https://openalex.org/W1903036498","https://openalex.org/W1965349277","https://openalex.org/W1967864040","https://openalex.org/W1978732961","https://openalex.org/W1990313671","https://openalex.org/W1992734168","https://openalex.org/W2005845593","https://openalex.org/W2006158980","https://openalex.org/W2014071862","https://openalex.org/W2051021114","https://openalex.org/W2067297441","https://openalex.org/W2071698746","https://openalex.org/W2089269509","https://openalex.org/W2093979815","https://openalex.org/W2102201348","https://openalex.org/W2104680817","https://openalex.org/W2121291127","https://openalex.org/W2123042473","https://openalex.org/W2124903056","https://openalex.org/W2145659598","https://openalex.org/W2165242943","https://openalex.org/W2340006107","https://openalex.org/W2341350247","https://openalex.org/W2752885492","https://openalex.org/W3145128584","https://openalex.org/W4254292280","https://openalex.org/W4285719527","https://openalex.org/W6704052874","https://openalex.org/W7026635939","https://openalex.org/W7029321148"],"related_works":["https://openalex.org/W3172150420","https://openalex.org/W2107725657","https://openalex.org/W2112121444","https://openalex.org/W4206466499","https://openalex.org/W4213379045","https://openalex.org/W3204654320","https://openalex.org/W3190401582","https://openalex.org/W2162001022","https://openalex.org/W4205832532","https://openalex.org/W2074319831"],"abstract_inverted_index":{"A":[0,26],"simple":[1],"yet":[2],"common":[3],"scheduling":[4,89],"problem":[5],"is":[6,34,64,137,141],"identified,":[7],"as":[8,44],"a":[9,57],"special":[10],"case":[11],"of":[12,47,70,100,115],"the":[13,45,62,68,71,92,101,116],"R||Cmaxproblem.":[14],"We":[15],"name":[16],"it":[17],"Linear":[18],"Makespan":[19],"Minimization":[20],"on":[21,67,75],"Unrelated":[22],"Parallel":[23],"Machines":[24],"(LMMUPM).":[25],"novel":[27],"algorithm,":[28],"MOBSA":[29,80,96,107,140],"(Multi-Objective":[30],"Based":[31],"Scheduling":[32],"Algorithm),":[33],"presented":[35],"to":[36,56,111,144],"solve":[37],"it.":[38],"Two":[39],"auxiliary":[40],"problems":[41],"are":[42],"introduced":[43],"basis":[46],"our":[48],"algorithm.":[49],"The":[50],"first":[51,72],"one":[52,114],"can":[53],"be":[54],"reduced":[55],"Multi-Objective":[58],"Integer":[59],"Program,":[60],"while":[61],"second":[63],"constructed":[65],"based":[66],"solution":[69],"one.":[73],"Results":[74],"random":[76],"datasets":[77],"revealed":[78],"that":[79,139],"produced":[81,94],"smaller":[82],"and":[83,129],"more":[84],"stable":[85],"makespans":[86],"than":[87],"other":[88,145],"algorithms.":[90],"Additionally,":[91],"makespan":[93],"by":[95],"was":[97],"within":[98],"1%":[99],"optimum":[102],"for":[103,121],"every":[104],"case.":[105],"Presently,":[106],"has":[108],"been":[109,134],"applied":[110],"parallelize":[112],"EMAN,":[113],"most":[117],"popular":[118],"software":[119],"packages":[120],"cryo-electron":[122],"microscopy":[123],"single":[124],"particle":[125],"reconstruction.":[126],"High":[127],"speedups":[128],"ideal":[130],"load":[131],"balancing":[132],"have":[133],"obtained.":[135],"It":[136],"expected":[138],"also":[142],"applicable":[143],"similar":[146],"applications.":[147]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}