{"id":"https://openalex.org/W3195905776","doi":"https://doi.org/10.1109/tcyb.2021.3097312","title":"Pro-Reactive Approach for Project Scheduling Under Unpredictable Disruptions","display_name":"Pro-Reactive Approach for Project Scheduling Under Unpredictable Disruptions","publication_year":2021,"publication_date":"2021-08-18","ids":{"openalex":"https://openalex.org/W3195905776","doi":"https://doi.org/10.1109/tcyb.2021.3097312","mag":"3195905776","pmid":"https://pubmed.ncbi.nlm.nih.gov/34406957"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2021.3097312","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3097312","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://unsworks.unsw.edu.au/bitstreams/13df87f1-bded-4276-a63c-a1006aa40eb0/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083417916","display_name":"Forhad Zaman","orcid":"https://orcid.org/0000-0001-5078-8252"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Forhad Zaman","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063874940","display_name":"Saber Elsayed","orcid":"https://orcid.org/0000-0003-0836-6122"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saber Elsayed","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027440671","display_name":"Ruhul Sarker","orcid":"https://orcid.org/0000-0002-1363-2774"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ruhul Sarker","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003507463","display_name":"Daryl Essam","orcid":"https://orcid.org/0000-0002-6923-7079"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daryl Essam","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085548317","display_name":"Carlos A. Coello Coello","orcid":"https://orcid.org/0000-0002-8435-680X"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos A. Coello Coello","raw_affiliation_strings":["Departamento de Computaci&#x00F3;n, CINVESTAV-IPN, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Departamento de Computaci&#x00F3;n, CINVESTAV-IPN, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083417916"],"corresponding_institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":0.5381,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.69382806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"52","issue":"11","first_page":"11299","last_page":"11312"},"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":0.9739999771118164,"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":0.9605000019073486,"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/computer-science","display_name":"Computer science","score":0.6965732574462891},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6658526659011841},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.635269284248352},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5574032664299011},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5540621280670166},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5103921294212341},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.47057029604911804},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.42829596996307373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16806581616401672},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1270815134048462},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.11759626865386963}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6965732574462891},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6658526659011841},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.635269284248352},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5574032664299011},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5540621280670166},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5103921294212341},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.47057029604911804},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.42829596996307373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16806581616401672},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1270815134048462},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.11759626865386963},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2021.3097312","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3097312","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:34406957","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34406957","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/103500","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/103500","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/13df87f1-bded-4276-a63c-a1006aa40eb0/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cybernetics, 52, 11, 11299-11312","raw_type":"http://purl.org/coar/resource_type/c_6501"}],"best_oa_location":{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/103500","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/103500","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/13df87f1-bded-4276-a63c-a1006aa40eb0/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cybernetics, 52, 11, 11299-11312","raw_type":"http://purl.org/coar/resource_type/c_6501"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1162473194","display_name":null,"funder_award_id":"DP190102637 (further work for revision of this article)","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G3879889963","display_name":null,"funder_award_id":"DP170102416 (for research)","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G6327509894","display_name":null,"funder_award_id":"2016-01-1920","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"}],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3195905776.pdf","grobid_xml":"https://content.openalex.org/works/W3195905776.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W57719021","https://openalex.org/W85289681","https://openalex.org/W163254787","https://openalex.org/W189789383","https://openalex.org/W827892374","https://openalex.org/W1580228502","https://openalex.org/W1967335126","https://openalex.org/W1971534795","https://openalex.org/W1973131489","https://openalex.org/W1980764519","https://openalex.org/W1985335153","https://openalex.org/W1995786310","https://openalex.org/W2000553934","https://openalex.org/W2018404198","https://openalex.org/W2020044608","https://openalex.org/W2032495338","https://openalex.org/W2032574764","https://openalex.org/W2037993354","https://openalex.org/W2038344153","https://openalex.org/W2042108542","https://openalex.org/W2047163713","https://openalex.org/W2051945369","https://openalex.org/W2055522783","https://openalex.org/W2065515777","https://openalex.org/W2075042094","https://openalex.org/W2077371113","https://openalex.org/W2081102155","https://openalex.org/W2086096822","https://openalex.org/W2095326093","https://openalex.org/W2113995327","https://openalex.org/W2119315385","https://openalex.org/W2124238243","https://openalex.org/W2275076373","https://openalex.org/W2281746837","https://openalex.org/W2293830711","https://openalex.org/W2343058174","https://openalex.org/W2465535443","https://openalex.org/W2586648351","https://openalex.org/W2605465402","https://openalex.org/W2743698035","https://openalex.org/W2744436276","https://openalex.org/W2770839274","https://openalex.org/W2792134631","https://openalex.org/W2839015389","https://openalex.org/W2884736447","https://openalex.org/W2897264544","https://openalex.org/W2941909412","https://openalex.org/W2967290623","https://openalex.org/W2968534587","https://openalex.org/W3005131379","https://openalex.org/W3037082623","https://openalex.org/W3048357435","https://openalex.org/W3086745442","https://openalex.org/W3103824307","https://openalex.org/W3124824798","https://openalex.org/W6908253811","https://openalex.org/W6927456458"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W3121175838","https://openalex.org/W3016293053","https://openalex.org/W2130974462","https://openalex.org/W2726551571"],"abstract_inverted_index":{"Existing":[0],"solution":[1],"approaches":[2],"for":[3,51,112],"handling":[4,52],"disruptions":[5,53],"in":[6,30,36,54,150],"project":[7,57],"scheduling":[8,58],"use":[9],"either":[10],"proactive":[11],"or":[12],"reactive":[13],"methods.":[14],"However,":[15,75],"both":[16],"techniques":[17],"suffer":[18],"from":[19],"some":[20],"drawbacks":[21],"that":[22],"affect":[23],"the":[24,27,70,84,90,97,113,122,153,156],"performance":[25],"of":[26,72,92,99,136,152,155],"optimization":[28],"process":[29],"obtaining":[31],"good":[32],"quality":[33,154],"schedules.":[34],"Therefore,":[35],"this":[37,62],"article,":[38,63],"we":[39,76,107],"develop":[40],"an":[41],"auto-configured":[42],"multioperator":[43],"evolutionary":[44,114],"approach,":[45],"with":[46,139,145],"a":[47,73,104,109,134],"novel":[48],"pro-reactive":[49],"scheme":[50],"multimode":[55],"resource-constrained":[56],"problems":[59],"(MM-RCPSPs).":[60],"In":[61],"our":[64],"primary":[65],"objective":[66],"is":[67,128],"to":[68,103,120,147],"minimize":[69],"makespan":[71],"project.":[74],"also":[77],"have":[78],"secondary":[79],"objectives,":[80],"such":[81],"as":[82],"maximizing":[83],"free":[85],"resources":[86],"(FRs)":[87],"and":[88,116,130],"minimizing":[89],"deviation":[91],"activity":[93],"finishing":[94],"time.":[95],"As":[96],"existence":[98],"FR":[100],"may":[101],"lead":[102],"suboptimal":[105],"solution,":[106],"propose":[108],"new":[110,118],"operator":[111],"approach":[115],"two":[117],"heuristics":[119],"enhance":[121],"algorithm's":[123],"performance.":[124],"The":[125],"proposed":[126],"methodology":[127],"tested":[129],"analyzed":[131],"by":[132],"solving":[133],"set":[135],"benchmark":[137],"problems,":[138],"its":[140,143],"results":[141],"showing":[142],"superiority":[144],"respect":[146],"state-of-the-art":[148],"algorithms":[149],"terms":[151],"solutions":[157],"obtained.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
