{"id":"https://openalex.org/W2039507971","doi":"https://doi.org/10.1109/icnc.2010.5582584","title":"Study on the convergence of converse ant colony algorithm for Job Shop Scheduling Problem","display_name":"Study on the convergence of converse ant colony algorithm for Job Shop Scheduling Problem","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2039507971","doi":"https://doi.org/10.1109/icnc.2010.5582584","mag":"2039507971"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2010.5582584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5582584","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","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/A5000200794","display_name":"Xiaoyu Song","orcid":"https://orcid.org/0000-0003-0294-5705"},"institutions":[{"id":"https://openalex.org/I83714178","display_name":"Shenyang Jianzhu University","ror":"https://ror.org/01zr73v18","country_code":"CN","type":"education","lineage":["https://openalex.org/I83714178"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Song","raw_affiliation_strings":["School of Information and Control Engineering, Shenyang Jianzhu University, Shenyang, China","School of Information and Control Engineering, Shengyang Jianzhu University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Shenyang Jianzhu University, Shenyang, China","institution_ids":["https://openalex.org/I83714178"]},{"raw_affiliation_string":"School of Information and Control Engineering, Shengyang Jianzhu University, China","institution_ids":["https://openalex.org/I83714178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102200317","display_name":"Lihua Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I83714178","display_name":"Shenyang Jianzhu University","ror":"https://ror.org/01zr73v18","country_code":"CN","type":"education","lineage":["https://openalex.org/I83714178"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihua Sun","raw_affiliation_strings":["School of Information and Control Engineering, Shenyang Jianzhu University, Shenyang, China","School of Information and Control Engineering, Shengyang Jianzhu University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Shenyang Jianzhu University, Shenyang, China","institution_ids":["https://openalex.org/I83714178"]},{"raw_affiliation_string":"School of Information and Control Engineering, Shengyang Jianzhu University, China","institution_ids":["https://openalex.org/I83714178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101426211","display_name":"Yang Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I83714178","display_name":"Shenyang Jianzhu University","ror":"https://ror.org/01zr73v18","country_code":"CN","type":"education","lineage":["https://openalex.org/I83714178"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Cao","raw_affiliation_strings":["School of Information and Control Engineering, Shenyang Jianzhu University, Shenyang, China","School of Information and Control Engineering, Shengyang Jianzhu University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Shenyang Jianzhu University, Shenyang, China","institution_ids":["https://openalex.org/I83714178"]},{"raw_affiliation_string":"School of Information and Control Engineering, Shengyang Jianzhu University, China","institution_ids":["https://openalex.org/I83714178"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.18486172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"44","issue":null,"first_page":"2710","last_page":"2714"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9925000071525574,"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":0.9861999750137329,"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/converse","display_name":"Converse","score":0.8469792604446411},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6646527647972107},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.6464431881904602},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6427154541015625},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6405787467956543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5916582345962524},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5006065368652344},{"id":"https://openalex.org/keywords/job-shop","display_name":"Job shop","score":0.42826399207115173},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.42640113830566406},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32380950450897217},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22877934575080872},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.12045687437057495}],"concepts":[{"id":"https://openalex.org/C2776809875","wikidata":"https://www.wikidata.org/wiki/Q1375963","display_name":"Converse","level":2,"score":0.8469792604446411},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6646527647972107},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.6464431881904602},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6427154541015625},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6405787467956543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5916582345962524},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5006065368652344},{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.42826399207115173},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.42640113830566406},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32380950450897217},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22877934575080872},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.12045687437057495},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2010.5582584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5582584","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","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":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1526580552","https://openalex.org/W1602076081","https://openalex.org/W1964373220","https://openalex.org/W2053735963","https://openalex.org/W2107941094","https://openalex.org/W2312340757","https://openalex.org/W2351900517","https://openalex.org/W6631632512","https://openalex.org/W6663581934"],"related_works":["https://openalex.org/W2347951034","https://openalex.org/W2025157869","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2381829748","https://openalex.org/W2071981049","https://openalex.org/W2074650926","https://openalex.org/W2244460820","https://openalex.org/W2109336245","https://openalex.org/W2087693503"],"abstract_inverted_index":{"A":[0],"hybrid":[1],"algorithm":[2,26,87],"of":[3,22,37,59,76,84,97,99,107,116],"converse":[4,67],"ant":[5,71],"colony":[6],"optimization":[7,25],"(HCACO)":[8],"was":[9,16],"proposed":[10],"by":[11],"Markov":[12],"chain":[13],"theory,":[14,111],"which":[15,137],"applied":[17,127],"to":[18,55,88,129],"enhance":[19],"the":[20,23,35,38,57,62,70,82,90,95,105,108,114,139],"performance":[21],"intelligence":[24],"for":[27],"resolving":[28],"Job":[29,47,100,133],"Shop":[30,48,101,134],"Scheduling":[31,49,102,135],"Problem":[32,50],"and":[33,42,93,119,141,146],"overcome":[34],"disadvantages":[36],"slow":[39],"convergence":[40,140],"speed":[41,92],"stagnation":[43],"behavior":[44],"when":[45,125],"solving":[46],"as":[51],"well.":[52],"In":[53],"order":[54],"improve":[56,94],"probability":[58,80],"escaping":[60],"from":[61],"local":[63],"optimization,":[64],"we":[65,112,126],"inducted":[66],"ants":[68],"into":[69],"colony.":[72],"Meanwhile,":[73],"each":[74],"solution":[75],"ACO":[77],"with":[78],"certain":[79],"pursued":[81],"process":[83],"parallel":[85],"SA":[86],"accelerate":[89],"coverage":[91],"quality":[96],"solutions":[98],"Problem.":[103],"Under":[104],"guidance":[106],"above":[109],"converge":[110],"found":[113],"optimums":[115],"FT10,":[117],"LA19":[118],"LA38":[120],"in":[121,144],"a":[122],"shorter":[123],"period":[124],"HCACO":[128],"13":[130],"typical":[131],"benchmarks":[132],"Problems,":[136],"demonstrated":[138],"effectiveness":[142],"both":[143],"theory":[145],"practice.":[147]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
