{"id":"https://openalex.org/W2791345236","doi":"https://doi.org/10.1080/01605682.2018.1441636","title":"Solving the FS-RCPSP with hyper-heuristics: A policy-driven approach","display_name":"Solving the FS-RCPSP with hyper-heuristics: A policy-driven approach","publication_year":2018,"publication_date":"2018-03-05","ids":{"openalex":"https://openalex.org/W2791345236","doi":"https://doi.org/10.1080/01605682.2018.1441636","mag":"2791345236"},"language":"en","primary_location":{"id":"doi:10.1080/01605682.2018.1441636","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01605682.2018.1441636","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},"type":"article","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/A5048117594","display_name":"Yaghoub Alipouri","orcid":"https://orcid.org/0000-0002-4934-5435"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Yagub Alipouri","raw_affiliation_strings":["Department of Civil Engineering, Amirkabir University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026034830","display_name":"Mohammad Hassan Sebt","orcid":"https://orcid.org/0000-0002-5276-1827"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammad Hassan Sebt","raw_affiliation_strings":["Department of Civil Engineering, Amirkabir University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113713645","display_name":"Abdollah Ardeshir","orcid":null},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Abdollah Ardeshir","raw_affiliation_strings":["Department of Civil Engineering, Amirkabir University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015719150","display_name":"Weng Tat Chan","orcid":"https://orcid.org/0000-0001-7012-9115"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weng Tat Chan","raw_affiliation_strings":["Department of Civil Engineering, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026034830"],"corresponding_institution_ids":["https://openalex.org/I158248296"],"apc_list":null,"apc_paid":null,"fwci":2.6263,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.90104551,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"70","issue":"3","first_page":"403","last_page":"419"},"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":0.9973000288009644,"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":0.9947999715805054,"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/job-shop-scheduling","display_name":"Job shop scheduling","score":0.7452892661094666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7010323405265808},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6357866525650024},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5611415505409241},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.5599403381347656},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.5420809984207153},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.48084720969200134},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.46598002314567566},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4517393410205841},{"id":"https://openalex.org/keywords/nurse-scheduling-problem","display_name":"Nurse scheduling problem","score":0.45099732279777527},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.36517366766929626},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.29433462023735046},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1827903687953949},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.1572737991809845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12315070629119873}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.7452892661094666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7010323405265808},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6357866525650024},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5611415505409241},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.5599403381347656},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.5420809984207153},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.48084720969200134},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.46598002314567566},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4517393410205841},{"id":"https://openalex.org/C102370290","wikidata":"https://www.wikidata.org/wiki/Q7070210","display_name":"Nurse scheduling problem","level":5,"score":0.45099732279777527},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.36517366766929626},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.29433462023735046},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1827903687953949},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.1572737991809845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12315070629119873},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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":3,"locations":[{"id":"doi:10.1080/01605682.2018.1441636","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01605682.2018.1441636","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/153286","is_oa":false,"landing_page_url":"https://scholarbank.nus.edu.sg/handle/10635/153286","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Taylor & Francis","raw_type":"Article"},{"id":"pmh:oai:RePEc:taf:tjorxx:v:70:y:2019:i:3:p:403-419","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/01605682.2018.1441636","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W189789383","https://openalex.org/W193608259","https://openalex.org/W1595159159","https://openalex.org/W1963737403","https://openalex.org/W1972285514","https://openalex.org/W1974300423","https://openalex.org/W1977914365","https://openalex.org/W1980764519","https://openalex.org/W1981622065","https://openalex.org/W1986400449","https://openalex.org/W1991306675","https://openalex.org/W1999539329","https://openalex.org/W2001388099","https://openalex.org/W2003440642","https://openalex.org/W2014625519","https://openalex.org/W2020351850","https://openalex.org/W2026886654","https://openalex.org/W2028160886","https://openalex.org/W2035573831","https://openalex.org/W2038190934","https://openalex.org/W2041080861","https://openalex.org/W2044572576","https://openalex.org/W2054234206","https://openalex.org/W2059636865","https://openalex.org/W2062086146","https://openalex.org/W2066447358","https://openalex.org/W2072441740","https://openalex.org/W2086420968","https://openalex.org/W2137340504","https://openalex.org/W2147507583","https://openalex.org/W2153864093","https://openalex.org/W2523575881","https://openalex.org/W2569405322","https://openalex.org/W2574765811","https://openalex.org/W2578800694","https://openalex.org/W2612650838","https://openalex.org/W2744436276","https://openalex.org/W2761668123","https://openalex.org/W2765946999","https://openalex.org/W3124522424","https://openalex.org/W3143971390","https://openalex.org/W4200571740","https://openalex.org/W4244058206","https://openalex.org/W4254535626","https://openalex.org/W4300059227"],"related_works":["https://openalex.org/W2184166483","https://openalex.org/W2397293317","https://openalex.org/W63322384","https://openalex.org/W2032386955","https://openalex.org/W131757205","https://openalex.org/W2393244661","https://openalex.org/W2947708894","https://openalex.org/W2157123707","https://openalex.org/W4322100529","https://openalex.org/W2110745189"],"abstract_inverted_index":{"In":[0],"this":[1,102],"paper,":[2],"a":[3,63,110,119,129,152],"problem":[4,83,154],"in":[5,54,72,76,160,173],"the":[6,21,28,33,37,55,60,81],"area":[7],"of":[8,36,57,135,145,175],"scheduling,":[9],"namely":[10],"Fuzzy":[11],"Stochastic":[12],"Resource-Constrained":[13,23],"Project":[14,24],"Scheduling":[15,25,95],"Problem":[16,26],"(FS-RCPSP),":[17],"is":[18,30,62,84,98,137],"addressed.":[19],"Like":[20],"original":[22],"(RCPSP),":[27],"objective":[29],"to":[31,40,47,86,94,100],"minimise":[32],"expected":[34],"makespan":[35,61],"project":[38],"subject":[39],"precedence":[41],"and":[42,52,70,117,177],"resource":[43],"constraints.":[44],"However,":[45],"due":[46],"mixed":[48],"uncertainty":[49],"comprising":[50],"fuzziness":[51,69],"randomness":[53,71],"estimates":[56],"activity":[58,73],"durations,":[59],"fuzzy":[64],"stochastic":[65],"number.":[66],"Recognising":[67],"both":[68,172],"durations":[74],"results":[75,163],"more":[77],"robust":[78],"schedules":[79],"but":[80],"scheduling":[82,115,121,126,131],"harder":[85],"solve.":[87],"A":[88],"hyper-heuristic,":[89],"named":[90],"Self-adaptive":[91],"Differential":[92],"Evolution":[93],"Policy":[96],"(SADESP)":[97],"proposed":[99],"address":[101],"issue.":[103],"SADESP":[104,136,166],"has":[105],"two":[106],"key":[107],"modules:":[108],"(1)":[109],"module":[111],"(policyEvolver)":[112],"which":[113,124],"evolves":[114],"policy":[116],"(2)":[118],"dynamic":[120],"procedure":[122],"(dScheduler)":[123],"makes":[125],"decisions":[127],"using":[128],"particular":[130],"policy.":[132],"The":[133,162],"performance":[134],"benchmarked":[138],"against":[139],"CPLEX":[140],"across":[141],"an":[142],"extensive":[143],"set":[144],"960":[146],"problems":[147,159],"created":[148],"with":[149],"ProGen":[150],"\u2013":[151],"standardised":[153],"generator":[155],"for":[156,167],"creating":[157],"benchmark":[158],"scheduling.":[161],"returned":[164],"by":[165],"FS-RCPSP":[168],"are":[169],"very":[170],"encouraging,":[171],"terms":[174],"accuracy":[176],"computational":[178],"performance.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2018-03-29T00:00:00"}
