{"id":"https://openalex.org/W2136107258","doi":"https://doi.org/10.1109/fuzzy.2011.6007565","title":"Job shop scheduling based on ACO with a hybrid solution construction strategy","display_name":"Job shop scheduling based on ACO with a hybrid solution construction strategy","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2136107258","doi":"https://doi.org/10.1109/fuzzy.2011.6007565","mag":"2136107258"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2011.6007565","doi":"https://doi.org/10.1109/fuzzy.2011.6007565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007565","pdf_url":null,"source":{"id":"https://openalex.org/S4210187232","display_name":"IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","issn_l":"1098-7584","issn":["1098-7584"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5000171798","display_name":"Shih-Pang Tseng","orcid":"https://orcid.org/0000-0003-3714-9119","observed_orcids":["https://orcid.org/0000-0003-3714-9119"]},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shih-Pang Tseng","raw_affiliation_strings":["Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan, R.O.C","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057441996","display_name":"Chun\u2010Wei Tsai","orcid":"https://orcid.org/0000-0003-0128-4052","observed_orcids":["https://orcid.org/0000-0003-0128-4052"]},"institutions":[{"id":"https://openalex.org/I56019348","display_name":"Chia Nan University of Pharmacy and Science","ror":"https://ror.org/02834m470","country_code":"TW","type":"education","lineage":["https://openalex.org/I56019348"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chun-Wei Tsai","raw_affiliation_strings":["Department of Applied Geoinformatics, Chia Nan University of Pharmacy & Science, Tainan, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Geoinformatics, Chia Nan University of Pharmacy & Science, Tainan, Taiwan, R.O.C","institution_ids":["https://openalex.org/I56019348"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008032381","display_name":"Jui-Le Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jui-Le Chen","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan, R.O.C","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039381934","display_name":"Ming\u2010Chao Chiang","orcid":"https://orcid.org/0000-0003-3269-5495","observed_orcids":["https://orcid.org/0000-0003-3269-5495"]},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Chao Chiang","raw_affiliation_strings":["Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan, R.O.C","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030613267","display_name":"Chu\u2010Sing Yang","orcid":"https://orcid.org/0000-0001-6461-7171","observed_orcids":["https://orcid.org/0000-0001-6461-7171"]},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chu-Sing Yang","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan, R.O.C","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9697,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.80726198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"34","issue":null,"first_page":"2922","last_page":"2927"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9994999766349792,"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":0.9994999766349792,"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":0.00019999999494757503,"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"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"job shop scheduling","score":0.9929999709129333},{"id":"https://openalex.org/keywords/ant-colony-optimization","display_name":"ant colony optimization","score":1.0},{"id":"https://openalex.org/keywords/transition-operators","display_name":"transition operators","score":0.9909999966621399},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.6579999923706055},{"id":"https://openalex.org/keywords/scheduling-problems","display_name":"scheduling problems","score":0.4050000011920929}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8093293905258179},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.7029669284820557},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6422280073165894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6378674507141113},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5788941383361816},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5452609062194824},{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.4100644588470459},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.38348233699798584},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2983338534832001},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14730969071388245},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.05033800005912781},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2011.6007565","doi":"https://doi.org/10.1109/fuzzy.2011.6007565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007565","pdf_url":null,"source":{"id":"https://openalex.org/S4210187232","display_name":"IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","issn_l":"1098-7584","issn":["1098-7584"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W79542011","https://openalex.org/W79748800","https://openalex.org/W156775721","https://openalex.org/W1488422606","https://openalex.org/W1557288165","https://openalex.org/W1573676079","https://openalex.org/W1602076081","https://openalex.org/W1971338172","https://openalex.org/W1986938302","https://openalex.org/W1999118894","https://openalex.org/W2006389447","https://openalex.org/W2011649121","https://openalex.org/W2048687263","https://openalex.org/W2063842491","https://openalex.org/W2071315752","https://openalex.org/W2076785727","https://openalex.org/W2081278763","https://openalex.org/W2088304441","https://openalex.org/W2107941094","https://openalex.org/W2122967269","https://openalex.org/W2130272456","https://openalex.org/W2139910732","https://openalex.org/W2152665062","https://openalex.org/W2154929945","https://openalex.org/W2157846217","https://openalex.org/W3036035835","https://openalex.org/W3147414854","https://openalex.org/W4292408555"],"related_works":["https://openalex.org/W1575445408","https://openalex.org/W2086185883","https://openalex.org/W1498362757","https://openalex.org/W2538732765","https://openalex.org/W2012017539","https://openalex.org/W2367084948","https://openalex.org/W1999118894","https://openalex.org/W1889597153","https://openalex.org/W2168374462","https://openalex.org/W2392040802"],"abstract_inverted_index":{"This":[0],"paper":[1,101],"presents":[2],"a":[3,54],"novel":[4,55],"ant":[5,109],"colony":[6,110],"optimization":[7,111],"(ACO)":[8],"based":[9],"on":[10],"an":[11],"efficient":[12],"solution":[13,56,76],"construction":[14,57,77],"strategy":[15,58],"(transition":[16],"operator)":[17],"for":[18,112],"improving":[19],"the":[20,23,34,37,40,51,73,80,88,106],"quality":[21,38,107],"of":[22,26,39,43,75,108],"end":[24,41,81],"results":[25,42,85],"job":[27,94],"shop":[28,95],"scheduling":[29,96],"problem":[30],"(JSSP).":[31],"Inspired":[32],"by":[33,48],"observation":[35],"that":[36,87],"ACO":[44],"is":[45,59],"largely":[46],"affected":[47],"their":[49],"operators-especially":[50],"transition":[52],"operator,":[53],"presented":[60],"in":[61,99],"this":[62,100],"paper.":[63],"The":[64],"proposed":[65,89],"algorithm":[66,90],"uses":[67],"two":[68],"different":[69],"strategies":[70],"to":[71,78],"compute":[72],"probability":[74],"improve":[79,105],"results.":[82],"Our":[83],"experimental":[84],"show":[86],"outperforms":[91],"all":[92],"state-of-the-art":[93],"algorithms":[97],"evaluated":[98],"and":[102],"can":[103],"significantly":[104],"JSSP.":[113]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":6},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}