{"id":"https://openalex.org/W1968498895","doi":"https://doi.org/10.1109/isspit.2012.6621271","title":"Convergence Analysis of the New Hybrid Genetic Algorithm for the Job Shop Scheduling Problem","display_name":"Convergence Analysis of the New Hybrid Genetic Algorithm for the Job Shop Scheduling Problem","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W1968498895","doi":"https://doi.org/10.1109/isspit.2012.6621271","mag":"1968498895"},"language":"en","primary_location":{"id":"doi:10.1109/isspit.2012.6621271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspit.2012.6621271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)","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/A5063295497","display_name":"Nguy\u1ec5n H\u1eefu M\u00f9i","orcid":null},"institutions":[{"id":"https://openalex.org/I145876445","display_name":"University of Education, Winneba","ror":"https://ror.org/00y1ekh28","country_code":"GH","type":"education","lineage":["https://openalex.org/I145876445"]},{"id":"https://openalex.org/I135822937","display_name":"Hanoi National University of Education","ror":"https://ror.org/0360g3z42","country_code":"VN","type":"education","lineage":["https://openalex.org/I135822937"]}],"countries":["GH","VN"],"is_corresponding":true,"raw_author_name":"Nguyen Huu Mui","raw_affiliation_strings":["Department of Information Technology, Hanoi University of Education, Hanoi, Vietnam","Dept. of Inf. Technol., Hanoi Univ. of Educ., Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Hanoi University of Education, Hanoi, Vietnam","institution_ids":["https://openalex.org/I135822937"]},{"raw_affiliation_string":"Dept. of Inf. Technol., Hanoi Univ. of Educ., Hanoi, Vietnam","institution_ids":["https://openalex.org/I145876445"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007427906","display_name":"V\u0169 \u0110\u00ecnh H\u00f2a","orcid":null},"institutions":[{"id":"https://openalex.org/I135822937","display_name":"Hanoi National University of Education","ror":"https://ror.org/0360g3z42","country_code":"VN","type":"education","lineage":["https://openalex.org/I135822937"]},{"id":"https://openalex.org/I145876445","display_name":"University of Education, Winneba","ror":"https://ror.org/00y1ekh28","country_code":"GH","type":"education","lineage":["https://openalex.org/I145876445"]}],"countries":["GH","VN"],"is_corresponding":false,"raw_author_name":"Vu Dinh Hoa","raw_affiliation_strings":["Department of Information Technology, Hanoi University of Education, Hanoi, Vietnam","Dept. of Inf. Technol., Hanoi Univ. of Educ., Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Hanoi University of Education, Hanoi, Vietnam","institution_ids":["https://openalex.org/I135822937"]},{"raw_affiliation_string":"Dept. of Inf. Technol., Hanoi Univ. of Educ., Hanoi, Vietnam","institution_ids":["https://openalex.org/I145876445"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082093382","display_name":"L\u1ee5c Tr\u00ed Tuy\u00ean","orcid":"https://orcid.org/0000-0002-4822-2978"},"institutions":[{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"funder","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Luc Tri Tuyen","raw_affiliation_strings":["Institute of Information Technology, Vietnam Academy of Science and Technology, Hanoi, Vietnam","Inst. of Inf. Technol., Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Vietnam Academy of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I70349855"]},{"raw_affiliation_string":"Inst. of Inf. Technol., Hanoi, Vietnam","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063295497"],"corresponding_institution_ids":["https://openalex.org/I135822937","https://openalex.org/I145876445"],"apc_list":null,"apc_paid":null,"fwci":0.6848,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74071825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"000007","last_page":"000012"},"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":0.9976999759674072,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9962000250816345,"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/markov-chain","display_name":"Markov chain","score":0.6653324365615845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6287801265716553},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6276682019233704},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.6070054173469543},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5155832171440125},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5131595730781555},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4538293480873108},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4404734969139099},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4391762614250183},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22440201044082642},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11640587449073792}],"concepts":[{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6653324365615845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6287801265716553},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6276682019233704},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.6070054173469543},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5155832171440125},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5131595730781555},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4538293480873108},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4404734969139099},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4391762614250183},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22440201044082642},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11640587449073792},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isspit.2012.6621271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspit.2012.6621271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W22811240","https://openalex.org/W79748800","https://openalex.org/W628582992","https://openalex.org/W1497256448","https://openalex.org/W1905425803","https://openalex.org/W1980552409","https://openalex.org/W2008013109","https://openalex.org/W2023034713","https://openalex.org/W2079071191","https://openalex.org/W2136088569","https://openalex.org/W2150322710","https://openalex.org/W2162232298","https://openalex.org/W2165469059","https://openalex.org/W2401498512","https://openalex.org/W2462733931","https://openalex.org/W6603255113"],"related_works":["https://openalex.org/W3172150420","https://openalex.org/W2107725657","https://openalex.org/W2112121444","https://openalex.org/W2509452605","https://openalex.org/W3112689649","https://openalex.org/W2148608945","https://openalex.org/W2998357381","https://openalex.org/W2101020326","https://openalex.org/W2808535280","https://openalex.org/W3122821775"],"abstract_inverted_index":{"In":[0,52],"our":[1],"recent":[2],"paper":[3,101],"[10],":[4],"we":[5,23,124],"proposed":[6,128],"a":[7,38,72,82,96],"new":[8],"hybrid":[9],"genetic":[10,53,122],"algorithm":[11],"(NHGA)":[12],"for":[13,50],"the":[14,56,65,67,75,85,87,91,103,107,117,127,132,135,139],"job":[15],"shop":[16],"scheduling":[17],"problems.":[18],"The":[19],"method":[20,129],"of":[21,29,35,40,74,84,90,106,112,121,141],"encoding":[22],"used":[24],"is":[25,45,69],"Natural":[26,142],"coding":[27,36],"instead":[28],"traditional":[30],"binary":[31],"coding.":[32,143],"This":[33],"manner":[34],"has":[37],"lot":[39],"advantages":[41],"but":[42],"its":[43],"convergence":[44,104,133],"still":[46],"an":[47],"open":[48],"issue":[49],"years.":[51],"algorithms":[54],"(GAs),":[55],"population":[57,68,92],"evolves":[58],"continuously":[59],"through":[60],"different":[61],"generations.":[62],"At":[63],"each":[64],"generation,":[66,86],"characterized":[70],"by":[71,109],"value":[73,80],"objective":[76],"function.":[77],"Considering":[78],"this":[79,100],"as":[81],"state":[83],"evolutionary":[88],"process":[89],"can":[93],"be":[94],"supposed":[95],"Markov":[97,113,118],"chain.":[98],"Therefore,":[99],"analyzes":[102],"property":[105],"NHGA":[108],"applying":[110],"properties":[111],"chains.":[114],"Based":[115],"on":[116],"chain":[119],"analysis":[120],"algorithm,":[123],"find":[125],"out":[126],"leads":[130],"to":[131,134],"global":[136],"optimum":[137],"in":[138],"case":[140]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
