{"id":"https://openalex.org/W2766724133","doi":"https://doi.org/10.1515/jisys-2017-0241","title":"Non-dominated Sorting Genetic Algorithms for a Multi-objective Resource Constraint Project Scheduling Problem","display_name":"Non-dominated Sorting Genetic Algorithms for a Multi-objective Resource Constraint Project Scheduling Problem","publication_year":2017,"publication_date":"2017-10-22","ids":{"openalex":"https://openalex.org/W2766724133","doi":"https://doi.org/10.1515/jisys-2017-0241","mag":"2766724133"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2017-0241","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2017-0241","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1515/jisys-2017-0241","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5105207569","display_name":"Xixi Wang","orcid":"https://orcid.org/0000-0001-6318-2591"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Xixi Wang","raw_affiliation_strings":["University of Technology of Troyes, ICD-LOSI, UMR CNRS 6281 , 12 rue Marie Curie, CS 42060 , 10004 Troyes Cedex , France","LOSI - Laboratoire d'Optimisation des Syst\u00e8mes Industriels (12 rue Marie Curie, F-10010 Troyes - France)"],"raw_orcid":"https://orcid.org/0000-0001-6318-2591","affiliations":[{"raw_affiliation_string":"University of Technology of Troyes, ICD-LOSI, UMR CNRS 6281 , 12 rue Marie Curie, CS 42060 , 10004 Troyes Cedex , France","institution_ids":["https://openalex.org/I140494188","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LOSI - Laboratoire d'Optimisation des Syst\u00e8mes Industriels (12 rue Marie Curie, F-10010 Troyes - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079174269","display_name":"Farouk Yalaoui","orcid":"https://orcid.org/0000-0001-7360-2932"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Farouk Yalaoui","raw_affiliation_strings":["University of Technology of Troyes, ICD-LOSI, UMR CNRS 6281 , 12 rue Marie Curie, CS 42060 , 10004 Troyes Cedex , France","LOSI - Laboratoire d'Optimisation des Syst\u00e8mes Industriels (12 rue Marie Curie, F-10010 Troyes - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology of Troyes, ICD-LOSI, UMR CNRS 6281 , 12 rue Marie Curie, CS 42060 , 10004 Troyes Cedex , France","institution_ids":["https://openalex.org/I140494188","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LOSI - Laboratoire d'Optimisation des Syst\u00e8mes Industriels (12 rue Marie Curie, F-10010 Troyes - France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084029949","display_name":"Fr\u00e9d\u00e9ric Dugardin","orcid":"https://orcid.org/0000-0001-5401-4537"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Dugardin","raw_affiliation_strings":["University of Technology of Troyes, ICD-LOSI, UMR CNRS 6281 , 12 rue Marie Curie, CS 42060 , 10004 Troyes Cedex , France","LOSI - Laboratoire d'Optimisation des Syst\u00e8mes Industriels (12 rue Marie Curie, F-10010 Troyes - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology of Troyes, ICD-LOSI, UMR CNRS 6281 , 12 rue Marie Curie, CS 42060 , 10004 Troyes Cedex , France","institution_ids":["https://openalex.org/I140494188","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LOSI - Laboratoire d'Optimisation des Syst\u00e8mes Industriels (12 rue Marie Curie, F-10010 Troyes - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5105207569"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I140494188"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":0.2688,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65401446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"28","issue":"5","first_page":"791","last_page":"806"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9948999881744385,"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/T11006","display_name":"BIM and Construction Integration","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7295634150505066},{"id":"https://openalex.org/keywords/tardiness","display_name":"Tardiness","score":0.7183569073677063},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.6709092259407043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6319235563278198},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6076565384864807},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5289210081100464},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4925287663936615},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4845673143863678},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.4824110269546509},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.47002220153808594},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4678308069705963},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.29455214738845825},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26078417897224426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21985900402069092}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7295634150505066},{"id":"https://openalex.org/C2778047078","wikidata":"https://www.wikidata.org/wiki/Q82299449","display_name":"Tardiness","level":4,"score":0.7183569073677063},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.6709092259407043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6319235563278198},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6076565384864807},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5289210081100464},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4925287663936615},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4845673143863678},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.4824110269546509},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.47002220153808594},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4678308069705963},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.29455214738845825},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26078417897224426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21985900402069092},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1515/jisys-2017-0241","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2017-0241","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02499515v1","is_oa":false,"landing_page_url":"https://utt.hal.science/hal-02499515","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Intelligent Systems, 2019, 28 (5), pp.791-806. &#x27E8;10.1515/jisys-2017-0241&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:55f44fd14ad34679a92ad4d1e96d3708","is_oa":true,"landing_page_url":"https://doaj.org/article/55f44fd14ad34679a92ad4d1e96d3708","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 28, Iss 5, Pp 791-806 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2017-0241","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2017-0241","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W774684742","https://openalex.org/W1571778186","https://openalex.org/W1964195749","https://openalex.org/W1971274730","https://openalex.org/W1978404269","https://openalex.org/W1992710140","https://openalex.org/W2007363252","https://openalex.org/W2014349223","https://openalex.org/W2021200478","https://openalex.org/W2022485595","https://openalex.org/W2022632482","https://openalex.org/W2024237395","https://openalex.org/W2024742034","https://openalex.org/W2033739616","https://openalex.org/W2036112575","https://openalex.org/W2037829364","https://openalex.org/W2039261338","https://openalex.org/W2044312785","https://openalex.org/W2065515777","https://openalex.org/W2066187382","https://openalex.org/W2066756333","https://openalex.org/W2075675164","https://openalex.org/W2081923486","https://openalex.org/W2081990930","https://openalex.org/W2082687208","https://openalex.org/W2098907614","https://openalex.org/W2100830227","https://openalex.org/W2106622621","https://openalex.org/W2126105956","https://openalex.org/W2134112931"],"related_works":["https://openalex.org/W3097192092","https://openalex.org/W3029619930","https://openalex.org/W2061005265","https://openalex.org/W2090178682","https://openalex.org/W2001591765","https://openalex.org/W4241467429","https://openalex.org/W2073147994","https://openalex.org/W1588199609","https://openalex.org/W2384474142","https://openalex.org/W1550055091"],"abstract_inverted_index":{"Abstract":[0],"The":[1,165],"resource":[2,32],"constraint":[3],"project":[4],"scheduling":[5],"problem":[6,72,123],"(RCPSP)":[7],"has":[8],"attracted":[9],"growing":[10],"attention":[11],"since":[12],"the":[13,28,30,47,52,77,86,93,99,104,110,129,163,169,173,182],"last":[14],"decades.":[15],"Precedence":[16],"constraints":[17],"are":[18,60,136,159],"considered":[19,160],"as":[20,22,83,85],"well":[21,84],"resources":[23,152],"with":[24,145],"limited":[25,53],"capacities.":[26,54],"During":[27],"project,":[29],"same":[31],"can":[33],"be":[34],"required":[35],"by":[36,76,127,138],"several":[37,58],"in-process":[38],"jobs":[39,147],"and":[40,67,103,118,124,148,153,157],"it":[41,179],"is":[42,73],"compulsory":[43],"to":[44,92,121,161],"ensure":[45],"that":[46],"consumptions":[48],"do":[49],"not":[50],"exceed":[51],"In":[55],"this":[56],"paper,":[57],"criteria":[59],"involved,":[61],"namely":[62],"makespan,":[63],"total":[64],"job":[65],"tardiness,":[66],"workload":[68],"balancing":[69],"level.":[70],"Our":[71,134],"firstly":[74],"solved":[75],"non-dominated":[78],"sorting":[79],"genetic":[80],"algorithm-II":[81],"(NSGAII)":[82],"recently":[87],"proposed":[88],"NSGAIII.":[89,114],"Giving":[90],"emphasis":[91],"selection":[94],"procedure,":[95],"we":[96,116],"apply":[97],"both":[98],"traditional":[100],"Pareto":[101],"dominance":[102,108,167],"less":[105],"documented":[106],"Lorenz":[107,132,166],"into":[109],"niching":[111],"mechanism":[112],"of":[113,131,151],"Hence,":[115],"adopt":[117],"modify":[119],"L-NSGAII":[120],"our":[122],"propose":[125],"L-NSGAIII":[126],"integrating":[128],"notion":[130],"dominance.":[133],"methods":[135],"tested":[137],"1350":[139],"randomly":[140],"generated":[141],"instances,":[142],"considering":[143],"problems":[144],"30\u2013150":[146],"different":[149],"configurations":[150],"due":[154],"dates.":[155],"Hypervolume":[156],"C-metric":[158],"evaluate":[162],"results.":[164],"leads":[168],"population":[170],"more":[171],"toward":[172],"ideal":[174],"point.":[175],"As":[176],"experiments":[177],"show,":[178],"allows":[180],"improving":[181],"original":[183],"NSGA":[184],"approach.":[185]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
