{"id":"https://openalex.org/W2908110416","doi":"https://doi.org/10.1109/icsai.2018.8599489","title":"The Crowding Mechanism Genetic Algorithm for Solving Job Scheduling Problem","display_name":"The Crowding Mechanism Genetic Algorithm for Solving Job Scheduling Problem","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2908110416","doi":"https://doi.org/10.1109/icsai.2018.8599489","mag":"2908110416"},"language":"en","primary_location":{"id":"doi:10.1109/icsai.2018.8599489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2018.8599489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th International Conference on Systems and Informatics (ICSAI)","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/A5048205814","display_name":"Zhurong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115513","display_name":"Xi\u2019an University","ror":"https://ror.org/01zzmf129","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115513"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhurong Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Xi\u2019an University Of Technology, Xi\u2019an, China","School of Computer Science and Engineering, Xi'an University Of Technology, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi\u2019an University Of Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210115513"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University Of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210115513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100518350","display_name":"Mingfang Du","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115513","display_name":"Xi\u2019an University","ror":"https://ror.org/01zzmf129","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115513"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingfang Du","raw_affiliation_strings":["School of Computer Science and Engineering, Xi\u2019an University Of Technology, Xi\u2019an, China","School of Computer Science and Engineering, Xi'an University Of Technology, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi\u2019an University Of Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210115513"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University Of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210115513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112720859","display_name":"Qindong Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115513","display_name":"Xi\u2019an University","ror":"https://ror.org/01zzmf129","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115513"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qindong Sun","raw_affiliation_strings":["School of Computer Science and Engineering, Xi\u2019an University Of Technology, Xi\u2019an, China","School of Computer Science and Engineering, Xi'an University Of Technology, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi\u2019an University Of Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210115513"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University Of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210115513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103881196","display_name":"Haining Meng","orcid":"https://orcid.org/0000-0002-4071-1128"},"institutions":[{"id":"https://openalex.org/I4210115513","display_name":"Xi\u2019an University","ror":"https://ror.org/01zzmf129","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115513"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haining Meng","raw_affiliation_strings":["School of Computer Science and Engineering, Xi'an University Of Technology, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University Of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210115513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210115513"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27314578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"338","last_page":"343"},"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/T12288","display_name":"Optimization and Search Problems","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6958099603652954},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.6658669114112854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6464139819145203},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5213876366615295},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.49817919731140137},{"id":"https://openalex.org/keywords/penalty-method","display_name":"Penalty method","score":0.46399399638175964},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.4623502492904663},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41200122237205505},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3540460467338562},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2063179910182953},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1825101673603058},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.11554333567619324}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6958099603652954},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.6658669114112854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6464139819145203},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5213876366615295},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.49817919731140137},{"id":"https://openalex.org/C6180225","wikidata":"https://www.wikidata.org/wiki/Q3411771","display_name":"Penalty method","level":2,"score":0.46399399638175964},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.4623502492904663},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41200122237205505},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3540460467338562},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2063179910182953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1825101673603058},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.11554333567619324},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsai.2018.8599489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2018.8599489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1890212682","https://openalex.org/W1994371954","https://openalex.org/W2009663167","https://openalex.org/W2090069860","https://openalex.org/W2092652085","https://openalex.org/W2093386465","https://openalex.org/W2101097701","https://openalex.org/W2321098190","https://openalex.org/W2349044654","https://openalex.org/W2374765830","https://openalex.org/W2390761259","https://openalex.org/W2764192835","https://openalex.org/W6708972620"],"related_works":["https://openalex.org/W1667647204","https://openalex.org/W2404647514","https://openalex.org/W4247536566","https://openalex.org/W2347477706","https://openalex.org/W1943663474","https://openalex.org/W4241418540","https://openalex.org/W2018477250","https://openalex.org/W4299389082","https://openalex.org/W2363406585","https://openalex.org/W1965647212"],"abstract_inverted_index":{"Considering":[0],"that":[1,102],"different":[2],"types":[3,13],"of":[4,14,42,48,90,131,135,151,170,181],"jobs":[5],"are":[6,75],"required":[7,37],"to":[8,11,25,63,77,85,96,114,118,128,147,161,195],"be":[9],"assigned":[10],"corresponding":[12],"machines":[15],"at":[16],"a":[17,55,98,155],"given":[18],"time,":[19],"job":[20,49],"scheduling":[21,50],"problem":[22,51],"is":[23,52,61,103,112,126,145,159],"solved":[24],"find":[26,97],"the":[27,65,71,80,87,91,106,109,115,121,129,132,136,142,149,152,168,171,177,182,186,190],"optimal":[28,133],"processing":[29],"sequences":[30],"with":[31,79,120],"two":[32],"optimization":[33,46,81],"objectives,":[34,82],"i.e.,":[35],"minimal":[36],"time":[38],"and":[39,54,70,138,166,179,185,189],"lowest":[40],"cost":[41],"consumption.":[43],"The":[44,67],"mathematical":[45],"model":[47,191],"established,":[53],"crowding":[56,143],"mechanism":[57,144],"genetic":[58],"algorithm":[59,188],"(CMGA)":[60],"proposed":[62,183,187],"solve":[64],"model.":[66],"normalization":[68],"method":[69],"preference":[72],"weight":[73],"coefficient":[74],"used":[76,127],"deal":[78,119],"so":[83],"as":[84],"determine":[86],"fitness":[88,116],"function":[89,117],"algorithm.":[92],"Meanwhile,":[93],"in":[94],"order":[95],"better":[99],"feasible":[100],"solution":[101],"hidden":[104],"around":[105],"unfeasible":[107],"solution,":[108],"penalty":[110],"item":[111],"added":[113],"constraint":[122],"conflict.":[123],"Heuristic":[124],"crossover":[125],"growth":[130],"pattern":[134],"individual,":[137],"selection":[139],"based":[140],"on":[141],"introduced":[146],"maintain":[148],"diversity":[150],"population.":[153],"Furthermore":[154],"local":[156],"search":[157],"process":[158],"adopted":[160],"perform":[162],"searches":[163],"for":[164],"neighborhoods,":[165],"improve":[167],"quality":[169],"solution.":[172],"Finally,":[173],"test":[174],"data":[175],"verify":[176],"correctness":[178],"validity":[180],"algorithm;":[184],"have":[192],"been":[193],"applied":[194],"practical":[196],"project.":[197]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}