{"id":"https://openalex.org/W3019588297","doi":"https://doi.org/10.1109/ccis48116.2019.9073748","title":"Improved Niche GA for FJSP","display_name":"Improved Niche GA for FJSP","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3019588297","doi":"https://doi.org/10.1109/ccis48116.2019.9073748","mag":"3019588297"},"language":"en","primary_location":{"id":"doi:10.1109/ccis48116.2019.9073748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis48116.2019.9073748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 6th International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100676081","display_name":"Jing Liang","orcid":"https://orcid.org/0000-0003-0811-0223"},"institutions":[{"id":"https://openalex.org/I130541836","display_name":"Beijing Institute of Petrochemical Technology","ror":"https://ror.org/025s55q11","country_code":"CN","type":"education","lineage":["https://openalex.org/I130541836"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Liang","raw_affiliation_strings":["College of Information Engineering, Beijing Institute of Petrochemical Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Beijing Institute of Petrochemical Technology, Beijing, China","institution_ids":["https://openalex.org/I130541836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739881","display_name":"Qin Wang","orcid":"https://orcid.org/0000-0002-1142-1340"},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Wang","raw_affiliation_strings":["College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102719993","display_name":"Wenxing Xu","orcid":"https://orcid.org/0000-0002-1425-2538"},"institutions":[{"id":"https://openalex.org/I130541836","display_name":"Beijing Institute of Petrochemical Technology","ror":"https://ror.org/025s55q11","country_code":"CN","type":"education","lineage":["https://openalex.org/I130541836"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxing Xu","raw_affiliation_strings":["College of Information Engineering, Beijing Institute of Petrochemical Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Beijing Institute of Petrochemical Technology, Beijing, China","institution_ids":["https://openalex.org/I130541836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047422796","display_name":"Zisen Gao","orcid":"https://orcid.org/0000-0002-0659-1847"},"institutions":[{"id":"https://openalex.org/I130541836","display_name":"Beijing Institute of Petrochemical Technology","ror":"https://ror.org/025s55q11","country_code":"CN","type":"education","lineage":["https://openalex.org/I130541836"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zisen Gao","raw_affiliation_strings":["College of Information Engineering, Beijing Institute of Petrochemical Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Beijing Institute of Petrochemical Technology, Beijing, China","institution_ids":["https://openalex.org/I130541836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102936263","display_name":"Zheng Yan","orcid":"https://orcid.org/0000-0003-3368-2100"},"institutions":[{"id":"https://openalex.org/I130541836","display_name":"Beijing Institute of Petrochemical Technology","ror":"https://ror.org/025s55q11","country_code":"CN","type":"education","lineage":["https://openalex.org/I130541836"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Yan","raw_affiliation_strings":["College of Information Engineering, Beijing Institute of Petrochemical Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Beijing Institute of Petrochemical Technology, Beijing, China","institution_ids":["https://openalex.org/I130541836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107944119","display_name":"Fengling Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I130541836","display_name":"Beijing Institute of Petrochemical Technology","ror":"https://ror.org/025s55q11","country_code":"CN","type":"education","lineage":["https://openalex.org/I130541836"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengling Yu","raw_affiliation_strings":["College of Information Engineering, Beijing Institute of Petrochemical Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Beijing Institute of Petrochemical Technology, Beijing, China","institution_ids":["https://openalex.org/I130541836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4083,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.61797753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"19","issue":null,"first_page":"190","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","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/T10551","display_name":"Scheduling and Optimization Algorithms","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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9966999888420105,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/inga","display_name":"Inga","score":0.7035677433013916},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6838322281837463},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6336615681648254},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5436919331550598},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.529603123664856},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4884296953678131},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.47099846601486206},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.4404401183128357},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.301909863948822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19515842199325562},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.1431187093257904},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06526502966880798}],"concepts":[{"id":"https://openalex.org/C2777528026","wikidata":"https://www.wikidata.org/wiki/Q290354","display_name":"Inga","level":2,"score":0.7035677433013916},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6838322281837463},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6336615681648254},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5436919331550598},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.529603123664856},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4884296953678131},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.47099846601486206},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.4404401183128357},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.301909863948822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19515842199325562},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.1431187093257904},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06526502966880798},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis48116.2019.9073748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis48116.2019.9073748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 6th International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W641032154","https://openalex.org/W2046437335","https://openalex.org/W2076785727","https://openalex.org/W2166900052","https://openalex.org/W2219111574","https://openalex.org/W2260286117","https://openalex.org/W2507347914","https://openalex.org/W2608230469","https://openalex.org/W2735945514","https://openalex.org/W2942097341","https://openalex.org/W2946400371","https://openalex.org/W2963103847"],"related_works":["https://openalex.org/W4250129643","https://openalex.org/W4252402860","https://openalex.org/W4238897586","https://openalex.org/W4239731438","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W4387069006","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W3098857025"],"abstract_inverted_index":{"When":[0],"solving":[1,52,88,109],"the":[2,9,13,21,29,32,35,63,68,75,83,93,115,120,131,134,138],"flexible":[3],"job":[4],"shop":[5],"scheduling":[6],"problem":[7],"(FJSP),":[8],"optimization":[10,69,142],"performance":[11,70],"of":[12,24,28,31,34,74,80,114,122,125,133,140],"traditional":[14,84],"genetic":[15,43,85],"algorithm":[16,44,56,86],"is":[17,90,117],"often":[18],"degraded":[19],"in":[20,108],"late":[22],"stage":[23],"population":[25,72,78,94],"evolution":[26],"because":[27],"reduction":[30],"diversity":[33,73,79],"population.":[36],"In":[37],"this":[38],"paper,":[39],"an":[40],"improved":[41],"niche":[42],"(INGA)":[45],"was":[46],"proposed":[47],"to":[48],"minimize":[49],"makespan":[50],"for":[51,87,137],"FJSP.":[53,110],"This":[54],"new":[55],"uses":[57],"a":[58],"pre-selection":[59],"mechanism":[60],"based":[61],"on":[62],"niching":[64],"technology,":[65],"and":[66,71,82],"guarantees":[67],"algorithm.":[76],"The":[77],"INGA":[81,104,136],"FJSP":[89],"compared":[91],"using":[92],"independence":[95],"ratio":[96],"evaluation":[97],"indicator.":[98],"Benchmarking":[99],"instance":[100],"studies":[101],"verify":[102],"that":[103],"has":[105],"great":[106],"advantages":[107],"Furthermore,":[111],"main":[112],"contribution":[113],"paper":[116],"extended":[118],"with":[119],"comparison":[121],"two":[123],"sets":[124],"practical":[126],"engineering":[127],"application":[128],"cases":[129],"proving":[130],"effectiveness":[132],"adopted":[135],"resolution":[139],"combinatorial":[141],"problems.":[143]},"counts_by_year":[{"year":2023,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
