{"id":"https://openalex.org/W2102494690","doi":"https://doi.org/10.1109/4235.850651","title":"Recent developments in evolutionary computation for manufacturing optimization: problems, solutions, and comparisons","display_name":"Recent developments in evolutionary computation for manufacturing optimization: problems, solutions, and comparisons","publication_year":2000,"publication_date":"2000-07-01","ids":{"openalex":"https://openalex.org/W2102494690","doi":"https://doi.org/10.1109/4235.850651","mag":"2102494690"},"language":"en","primary_location":{"id":"doi:10.1109/4235.850651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/4235.850651","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","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/A5050281399","display_name":"Christos Dimopoulos","orcid":"https://orcid.org/0000-0002-1610-7772"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"C. Dimopoulos","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111377875","display_name":"A.M.S. Zalzala","orcid":null},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A.M.S. Zalzala","raw_affiliation_strings":["Department of Computing and Electrical Engineering, Heriot-Watt University, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing and Electrical Engineering, Heriot-Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I32062511"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":30.3518,"has_fulltext":false,"cited_by_count":246,"citation_normalized_percentile":{"value":0.99866336,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"4","issue":"2","first_page":"93","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998999834060669,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998999834060669,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998000264167786,"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":0.9994000196456909,"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/evolutionary-computation","display_name":"Evolutionary computation","score":0.6631295084953308},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6175855994224548},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6151968836784363},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.6003750562667847},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6001425981521606},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5507402420043945},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.5309309959411621},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4534457325935364},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.44747257232666016},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43386223912239075},{"id":"https://openalex.org/keywords/job-shop","display_name":"Job shop","score":0.4271194636821747},{"id":"https://openalex.org/keywords/assembly-line","display_name":"Assembly line","score":0.4110949635505676},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3827288746833801},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26727890968322754},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2573830187320709},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15570703148841858},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12087428569793701},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.10345879197120667},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.10302740335464478}],"concepts":[{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.6631295084953308},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6175855994224548},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6151968836784363},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.6003750562667847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6001425981521606},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5507402420043945},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.5309309959411621},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4534457325935364},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.44747257232666016},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43386223912239075},{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.4271194636821747},{"id":"https://openalex.org/C3019666875","wikidata":"https://www.wikidata.org/wiki/Q455037","display_name":"Assembly line","level":2,"score":0.4110949635505676},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3827288746833801},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26727890968322754},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2573830187320709},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15570703148841858},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12087428569793701},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.10345879197120667},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.10302740335464478},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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":2,"locations":[{"id":"doi:10.1109/4235.850651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/4235.850651","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.380.96","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.380.96","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://cours.etsmtl.ca/sys843/pdf/Dimo2000.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":276,"referenced_works":["https://openalex.org/W17748033","https://openalex.org/W20267955","https://openalex.org/W51304130","https://openalex.org/W86946307","https://openalex.org/W129986153","https://openalex.org/W147422677","https://openalex.org/W182267966","https://openalex.org/W834110755","https://openalex.org/W1484756342","https://openalex.org/W1487295135","https://openalex.org/W1488296983","https://openalex.org/W1488984482","https://openalex.org/W1490733141","https://openalex.org/W1497256448","https://openalex.org/W1497651219","https://openalex.org/W1503567107","https://openalex.org/W1503607340","https://openalex.org/W1504340835","https://openalex.org/W1507363803","https://openalex.org/W1510228494","https://openalex.org/W1514875444","https://openalex.org/W1528149415","https://openalex.org/W1540477665","https://openalex.org/W1554121571","https://openalex.org/W1555174859","https://openalex.org/W1561481362","https://openalex.org/W1562186833","https://openalex.org/W1564630297","https://openalex.org/W1572223636","https://openalex.org/W1576818901","https://openalex.org/W1589975099","https://openalex.org/W1591791014","https://openalex.org/W1592028353","https://openalex.org/W1602793369","https://openalex.org/W1606326282","https://openalex.org/W1639032689","https://openalex.org/W1680859419","https://openalex.org/W1747293471","https://openalex.org/W1775311142","https://openalex.org/W1852849176","https://openalex.org/W1853508273","https://openalex.org/W1911694221","https://openalex.org/W1918753449","https://openalex.org/W1932546760","https://openalex.org/W1944000453","https://openalex.org/W1953727931","https://openalex.org/W1960380157","https://openalex.org/W1964595497","https://openalex.org/W1965957778","https://openalex.org/W1970001627","https://openalex.org/W1970412999","https://openalex.org/W1972489096","https://openalex.org/W1974429598","https://openalex.org/W1975650029","https://openalex.org/W1975659290","https://openalex.org/W1976009393","https://openalex.org/W1976320994","https://openalex.org/W1976618788","https://openalex.org/W1978152200","https://openalex.org/W1978798413","https://openalex.org/W1979705427","https://openalex.org/W1981787769","https://openalex.org/W1984701290","https://openalex.org/W1985073660","https://openalex.org/W1987957449","https://openalex.org/W1988185480","https://openalex.org/W1988778271","https://openalex.org/W1989058218","https://openalex.org/W1989418123","https://openalex.org/W1992565898","https://openalex.org/W1993062444","https://openalex.org/W1995714897","https://openalex.org/W1996016782","https://openalex.org/W1997514469","https://openalex.org/W1997933997","https://openalex.org/W1998185004","https://openalex.org/W1998510734","https://openalex.org/W2001303599","https://openalex.org/W2001927412","https://openalex.org/W2002589977","https://openalex.org/W2007281992","https://openalex.org/W2008403481","https://openalex.org/W2008508846","https://openalex.org/W2009964910","https://openalex.org/W2010057718","https://openalex.org/W2010111906","https://openalex.org/W2011039300","https://openalex.org/W2012826093","https://openalex.org/W2016027857","https://openalex.org/W2016058154","https://openalex.org/W2017205551","https://openalex.org/W2018307174","https://openalex.org/W2021279369","https://openalex.org/W2024060531","https://openalex.org/W2025071075","https://openalex.org/W2025475283","https://openalex.org/W2025519174","https://openalex.org/W2026541491","https://openalex.org/W2028680198","https://openalex.org/W2031302631","https://openalex.org/W2031409887","https://openalex.org/W2032002401","https://openalex.org/W2032243602","https://openalex.org/W2032257665","https://openalex.org/W2032453626","https://openalex.org/W2033048077","https://openalex.org/W2033195761","https://openalex.org/W2038218454","https://openalex.org/W2038626200","https://openalex.org/W2039237239","https://openalex.org/W2039971074","https://openalex.org/W2040007140","https://openalex.org/W2040181753","https://openalex.org/W2041690979","https://openalex.org/W2042312329","https://openalex.org/W2042891639","https://openalex.org/W2043749916","https://openalex.org/W2043932195","https://openalex.org/W2046250563","https://openalex.org/W2048135233","https://openalex.org/W2048687263","https://openalex.org/W2049285004","https://openalex.org/W2049877373","https://openalex.org/W2050289571","https://openalex.org/W2051822419","https://openalex.org/W2052150975","https://openalex.org/W2052325226","https://openalex.org/W2052359111","https://openalex.org/W2053092642","https://openalex.org/W2054082588","https://openalex.org/W2055547226","https://openalex.org/W2055804922","https://openalex.org/W2056445100","https://openalex.org/W2056529758","https://openalex.org/W2056987382","https://openalex.org/W2057963515","https://openalex.org/W2058325073","https://openalex.org/W2058606686","https://openalex.org/W2061964898","https://openalex.org/W2064313035","https://openalex.org/W2065888545","https://openalex.org/W2066260126","https://openalex.org/W2067198244","https://openalex.org/W2067448372","https://openalex.org/W2067677003","https://openalex.org/W2068721389","https://openalex.org/W2072595219","https://openalex.org/W2073458600","https://openalex.org/W2077048083","https://openalex.org/W2079813024","https://openalex.org/W2080640165","https://openalex.org/W2081375830","https://openalex.org/W2082451475","https://openalex.org/W2082733670","https://openalex.org/W2084517692","https://openalex.org/W2085002261","https://openalex.org/W2086884342","https://openalex.org/W2086917808","https://openalex.org/W2087639230","https://openalex.org/W2087713385","https://openalex.org/W2088304441","https://openalex.org/W2089501393","https://openalex.org/W2090324745","https://openalex.org/W2091178908","https://openalex.org/W2091615055","https://openalex.org/W2091639460","https://openalex.org/W2097571405","https://openalex.org/W2099120231","https://openalex.org/W2102894981","https://openalex.org/W2103133435","https://openalex.org/W2103503163","https://openalex.org/W2103537992","https://openalex.org/W2103610025","https://openalex.org/W2104670598","https://openalex.org/W2105030247","https://openalex.org/W2105217850","https://openalex.org/W2105958832","https://openalex.org/W2107244912","https://openalex.org/W2108795971","https://openalex.org/W2110514755","https://openalex.org/W2113679932","https://openalex.org/W2115309416","https://openalex.org/W2118591900","https://openalex.org/W2120170501","https://openalex.org/W2120243302","https://openalex.org/W2120343021","https://openalex.org/W2122967269","https://openalex.org/W2123161631","https://openalex.org/W2124029741","https://openalex.org/W2124928771","https://openalex.org/W2124968339","https://openalex.org/W2134506765","https://openalex.org/W2135734900","https://openalex.org/W2136066791","https://openalex.org/W2139972555","https://openalex.org/W2140297509","https://openalex.org/W2142183404","https://openalex.org/W2145187587","https://openalex.org/W2145225561","https://openalex.org/W2145510870","https://openalex.org/W2146586915","https://openalex.org/W2148615150","https://openalex.org/W2150322710","https://openalex.org/W2150470619","https://openalex.org/W2151203108","https://openalex.org/W2151209886","https://openalex.org/W2151445405","https://openalex.org/W2152187765","https://openalex.org/W2154683106","https://openalex.org/W2155502865","https://openalex.org/W2156391157","https://openalex.org/W2157661830","https://openalex.org/W2157846217","https://openalex.org/W2158703918","https://openalex.org/W2161811023","https://openalex.org/W2163031749","https://openalex.org/W2165889126","https://openalex.org/W2166530049","https://openalex.org/W2166843422","https://openalex.org/W2167817165","https://openalex.org/W2168079536","https://openalex.org/W2168398687","https://openalex.org/W2171246116","https://openalex.org/W2197809364","https://openalex.org/W2209749900","https://openalex.org/W2221464196","https://openalex.org/W2261727297","https://openalex.org/W2293380322","https://openalex.org/W2304342801","https://openalex.org/W2332944649","https://openalex.org/W2497850911","https://openalex.org/W2570854077","https://openalex.org/W2705361418","https://openalex.org/W2756606225","https://openalex.org/W2801034590","https://openalex.org/W2980070341","https://openalex.org/W3023540311","https://openalex.org/W3036035835","https://openalex.org/W3037058914","https://openalex.org/W3086066582","https://openalex.org/W3137971806","https://openalex.org/W3207769873","https://openalex.org/W4236644749","https://openalex.org/W4240309467","https://openalex.org/W4241797569","https://openalex.org/W4246598646","https://openalex.org/W4255720866","https://openalex.org/W4285719527","https://openalex.org/W4300445707","https://openalex.org/W6600690991","https://openalex.org/W6600822077","https://openalex.org/W6603630510","https://openalex.org/W6605187603","https://openalex.org/W6607356907","https://openalex.org/W6623290065","https://openalex.org/W6628989948","https://openalex.org/W6629236123","https://openalex.org/W6630399596","https://openalex.org/W6633052400","https://openalex.org/W6635336068","https://openalex.org/W6641410539","https://openalex.org/W6650751927","https://openalex.org/W6650839841","https://openalex.org/W6654233929","https://openalex.org/W6666757298","https://openalex.org/W6673501172","https://openalex.org/W6675721183","https://openalex.org/W6676135333","https://openalex.org/W6676715870","https://openalex.org/W6684369686","https://openalex.org/W6688477891","https://openalex.org/W6692142929","https://openalex.org/W6744352852","https://openalex.org/W6783317676","https://openalex.org/W6791490934","https://openalex.org/W6876915667"],"related_works":["https://openalex.org/W1988229514","https://openalex.org/W2160845411","https://openalex.org/W2530969325","https://openalex.org/W2025157869","https://openalex.org/W2997605941","https://openalex.org/W2249666447","https://openalex.org/W749814423","https://openalex.org/W2095242626","https://openalex.org/W4309346252","https://openalex.org/W2102494690"],"abstract_inverted_index":{"The":[0],"use":[1],"of":[2,37,52,63],"intelligent":[3],"techniques":[4],"in":[5,34,45],"the":[6,12,17,35],"manufacturing":[7,21,41],"field":[8,36],"has":[9],"been":[10],"growing":[11],"last":[13],"decades":[14],"due":[15],"to":[16,74],"fact":[18],"that":[19],"most":[20],"optimization":[22],"problems":[23,64],"are":[24,48,54,58],"combinatorial":[25],"and":[26,50,70,77],"NP":[27],"hard.":[28],"This":[29],"paper":[30],"examines":[31],"recent":[32],"developments":[33],"evolutionary":[38],"computation":[39],"for":[40],"optimization.":[42],"Significant":[43],"papers":[44],"various":[46],"areas":[47],"highlighted,":[49],"comparisons":[51],"results":[53],"given":[55],"wherever":[56],"data":[57],"available.":[59],"A":[60],"wide":[61],"range":[62],"is":[65],"covered,":[66],"from":[67],"job":[68],"shop":[69,72],"flow":[71],"scheduling,":[73],"process":[75],"planning":[76],"assembly":[78],"line":[79],"balancing.":[80]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":12}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}