{"id":"https://openalex.org/W1985182828","doi":"https://doi.org/10.1109/cec.2014.6900242","title":"A memetic algorithm for solving permutation flow shop problems with known and unknown machine breakdowns","display_name":"A memetic algorithm for solving permutation flow shop problems with known and unknown machine breakdowns","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W1985182828","doi":"https://doi.org/10.1109/cec.2014.6900242","mag":"1985182828"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2014.6900242","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900242","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-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/A5041169672","display_name":"Humyun Fuad Rahman","orcid":"https://orcid.org/0000-0002-6097-7978"},"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":"Humyun F. Rahman","raw_affiliation_strings":["School of Engineering and Information Technology, the University of New South Wales, Canberra, Australia","School of Engineering and Information Technology The University of New South Wales, Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, the University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Engineering and Information Technology The University of New South Wales, Canberra, 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 A. Sarker","raw_affiliation_strings":["School of Engineering and Information Technology, the University of New South Wales, Canberra, Australia","School of Engineering and Information Technology The University of New South Wales, Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, the University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Engineering and Information Technology The University of New South Wales, Canberra, 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 L. Essam","raw_affiliation_strings":["School of Engineering and Information Technology, the University of New South Wales, Canberra, Australia","School of Engineering and Information Technology The University of New South Wales, Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, the University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Engineering and Information Technology The University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078017659","display_name":"Guijuan Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I146773158","display_name":"Qingdao Agricultural University","ror":"https://ror.org/051qwcj72","country_code":"CN","type":"education","lineage":["https://openalex.org/I146773158"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guijuan Chang","raw_affiliation_strings":["School of Science and Information Science, Qingdao Agricultural University, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Information Science, Qingdao Agricultural University, Shandong, China","institution_ids":["https://openalex.org/I146773158"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.12539659,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"36","issue":null,"first_page":"42","last_page":"49"},"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9954000115394592,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9904999732971191,"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/unavailability","display_name":"Unavailability","score":0.7269423007965088},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.7098565697669983},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.6603723764419556},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6228216290473938},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5689587593078613},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5598908066749573},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.5539815425872803},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5243692398071289},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.467805415391922},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.4602687656879425},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41208741068840027},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4064194858074188},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3429356813430786},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2364475429058075},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19841566681861877},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13179552555084229},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.10496902465820312}],"concepts":[{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.7269423007965088},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.7098565697669983},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.6603723764419556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6228216290473938},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5689587593078613},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5598908066749573},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.5539815425872803},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5243692398071289},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.467805415391922},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.4602687656879425},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41208741068840027},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4064194858074188},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3429356813430786},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2364475429058075},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19841566681861877},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13179552555084229},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.10496902465820312},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2014.6900242","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900242","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.550000011920929,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1964262933","https://openalex.org/W1970320473","https://openalex.org/W1987240504","https://openalex.org/W1993433489","https://openalex.org/W1998510734","https://openalex.org/W2004512235","https://openalex.org/W2008665401","https://openalex.org/W2012754152","https://openalex.org/W2024085737","https://openalex.org/W2026336254","https://openalex.org/W2038757212","https://openalex.org/W2050236277","https://openalex.org/W2052516622","https://openalex.org/W2056482368","https://openalex.org/W2070097793","https://openalex.org/W2090069860","https://openalex.org/W2095150268","https://openalex.org/W2125827607","https://openalex.org/W2137451760","https://openalex.org/W2156391157","https://openalex.org/W2157846217"],"related_works":["https://openalex.org/W2587727662","https://openalex.org/W1835156121","https://openalex.org/W2185192838","https://openalex.org/W2967782293","https://openalex.org/W2955323683","https://openalex.org/W1564838499","https://openalex.org/W2069961172","https://openalex.org/W2559484340","https://openalex.org/W26892725","https://openalex.org/W2165758382"],"abstract_inverted_index":{"The":[0,88],"Permutation":[1,75],"Flow":[2],"Shop":[3,76],"Scheduling":[4],"Problem":[5],"(PFSP)":[6],"is":[7,22,40,91,97,106,112],"considered":[8,81],"to":[9,43,64],"be":[10],"one":[11,90,105],"of":[12,32,84,122,132],"the":[13,20,37,94,103,109,116,130,133],"complex":[14],"combinatorial":[15],"optimization":[16],"problems.":[17],"For":[18],"PFSPs,":[19],"schedule":[21],"produced":[23],"under":[24],"ideal":[25],"conditions":[26],"that":[27],"usually":[28],"ignore":[29],"any":[30],"type":[31],"process":[33,39,67,85],"interruption.":[34],"In":[35,53],"practice,":[36],"production":[38],"interrupted":[41],"due":[42],"many":[44],"different":[45,70],"reasons,":[46],"such":[47],"as":[48],"machine":[49],"unavailability":[50],"and":[51,102],"breakdowns.":[52],"this":[54],"paper,":[55],"we":[56],"propose":[57],"a":[58],"Genetic":[59],"Algorithm":[60],"(GA)":[61],"based":[62],"approach":[63],"deal":[65],"with":[66],"interruptions":[68],"at":[69],"points":[71],"in":[72,74,100],"time":[73],"Floor":[77],"scenarios.":[78],"We":[79],"have":[80],"two":[82],"types":[83],"interruption":[86,95,110],"events.":[87],"first":[89],"predictive,":[92],"where":[93,108],"information":[96,111],"known":[98,114],"well":[99],"advance,":[101],"second":[104],"reactive,":[107],"not":[113],"until":[115],"breakdown":[117],"occurs.":[118],"An":[119],"extensive":[120],"set":[121],"experiments":[123],"has":[124],"been":[125],"carried":[126],"out,":[127],"which":[128],"demonstrate":[129],"usefulness":[131],"proposed":[134],"approach.":[135]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
