{"id":"https://openalex.org/W2043411793","doi":"https://doi.org/10.1145/2463372.2463526","title":"Hybrid discrete harmony search algorithm for scheduling re-processing problem in remanufacturing","display_name":"Hybrid discrete harmony search algorithm for scheduling re-processing problem in remanufacturing","publication_year":2013,"publication_date":"2013-07-06","ids":{"openalex":"https://openalex.org/W2043411793","doi":"https://doi.org/10.1145/2463372.2463526","mag":"2043411793"},"language":"en","primary_location":{"id":"doi:10.1145/2463372.2463526","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463372.2463526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th annual conference on Genetic and evolutionary computation","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/A5082236615","display_name":"Kaizhou Gao","orcid":"https://orcid.org/0000-0002-9252-6928"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kaizhou Gao","raw_affiliation_strings":["Nanyang Technological University, Singapore, Singapore","Nanyang Technological University, Singapore, SINGAPORE#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University, Singapore, SINGAPORE#TAB#","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025626208","display_name":"Ponnuthurai Nagaratnam Suganthan","orcid":"https://orcid.org/0000-0003-0901-5105"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ponnuthurai Nagaratnam Suganthan","raw_affiliation_strings":["Nanyang Technological University, Singapore, Singapore","Nanyang Technological University, Singapore, SINGAPORE#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University, Singapore, SINGAPORE#TAB#","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112302696","display_name":"Tay Jin Chua","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091207","display_name":"Singapore Institute of Manufacturing Technology","ror":"https://ror.org/00f44np30","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210091207","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tay Jin Chua","raw_affiliation_strings":["Singapore Institute of Manufacturing Technology, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology, Singapore, Singapore","institution_ids":["https://openalex.org/I4210091207"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110549187","display_name":"Tian Xiang Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091207","display_name":"Singapore Institute of Manufacturing Technology","ror":"https://ror.org/00f44np30","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210091207","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tian Xiang Cai","raw_affiliation_strings":["Singapore Institute of Manufacturing Technology, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology, Singapore, Singapore","institution_ids":["https://openalex.org/I4210091207"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112792138","display_name":"Chin Soon Chong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091207","display_name":"Singapore Institute of Manufacturing Technology","ror":"https://ror.org/00f44np30","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210091207","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chin Soon Chong","raw_affiliation_strings":["Singapore Institute of Manufacturing Technology, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology, Singapore, Singapore","institution_ids":["https://openalex.org/I4210091207"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1261","last_page":"1268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9947999715805054,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9882000088691711,"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/remanufacturing","display_name":"Remanufacturing","score":0.8891645669937134},{"id":"https://openalex.org/keywords/harmony-search","display_name":"Harmony search","score":0.8653860688209534},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.805884599685669},{"id":"https://openalex.org/keywords/tardiness","display_name":"Tardiness","score":0.7485763430595398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6537115573883057},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5707715749740601},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5309020280838013},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.48233672976493835},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.4744592607021332},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3964482843875885},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32071536779403687},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18547070026397705},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1681361198425293},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.12833842635154724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1182064414024353},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.0871686339378357},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06050771474838257}],"concepts":[{"id":"https://openalex.org/C2778738845","wikidata":"https://www.wikidata.org/wiki/Q1521829","display_name":"Remanufacturing","level":2,"score":0.8891645669937134},{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.8653860688209534},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.805884599685669},{"id":"https://openalex.org/C2778047078","wikidata":"https://www.wikidata.org/wiki/Q82299449","display_name":"Tardiness","level":4,"score":0.7485763430595398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6537115573883057},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5707715749740601},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5309020280838013},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.48233672976493835},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.4744592607021332},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3964482843875885},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32071536779403687},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18547070026397705},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1681361198425293},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.12833842635154724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1182064414024353},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0871686339378357},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06050771474838257}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2463372.2463526","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463372.2463526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1794402733","https://openalex.org/W1961242928","https://openalex.org/W1965334058","https://openalex.org/W1993885071","https://openalex.org/W1996136846","https://openalex.org/W2005006100","https://openalex.org/W2010904050","https://openalex.org/W2034792578","https://openalex.org/W2034992271","https://openalex.org/W2039385547","https://openalex.org/W2057633737","https://openalex.org/W2058984664","https://openalex.org/W2064661781","https://openalex.org/W2090197624","https://openalex.org/W2099239187","https://openalex.org/W2126400920","https://openalex.org/W2130343325","https://openalex.org/W2157957009","https://openalex.org/W2167378942","https://openalex.org/W2169383442","https://openalex.org/W4247864970","https://openalex.org/W6640840506"],"related_works":["https://openalex.org/W3097192092","https://openalex.org/W3029619930","https://openalex.org/W2061005265","https://openalex.org/W74759090","https://openalex.org/W2163159199","https://openalex.org/W1980879778","https://openalex.org/W3216729967","https://openalex.org/W2900006172","https://openalex.org/W2967782293","https://openalex.org/W101238908"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,99,111],"hybrid":[4],"discrete":[5,51],"harmony":[6,52],"search":[7,53,57],"algorithm":[8,54],"for":[9,29,40,60],"solving":[10,41],"the":[11,24,42,76,82,119,128],"re-processing":[12,28,46,62,71],"scheduling":[13,25,61,72],"problem":[14,26],"in":[15,48,134],"pump":[16,21,30,64,69,112],"remanufacturing.":[17,49],"The":[18,66],"process":[19],"of":[20,27,44,63,68,75,84],"remanufacturing":[22,113],"and":[23,55,81,86,122,127],"subassembly":[31,45,70],"are":[32,58,73,91,104],"modeled.":[33],"An":[34],"experience":[35],"based":[36],"strategy":[37],"is":[38],"proposed":[39],"unpredictability":[43],"time":[47,79],"Hybrid":[50],"local":[56],"employed":[59],"subassembly.":[65],"objectives":[67,90,120],"minimization":[74],"maximum":[77],"completion":[78],"(makespan),":[80],"mean":[83],"earliness":[85],"tardiness":[87],"(E/T).":[88],"These":[89],"considered":[92],"individually":[93],"as":[94,96,98],"well":[95],"together":[97],"multi-objective":[100],"problem.":[101],"Computational":[102,115],"experiments":[103],"carried":[105],"out":[106],"using":[107],"real":[108],"data":[109],"from":[110],"enterprise.":[114],"results":[116],"show":[117],"that":[118],"makespan":[121],"E/T":[123],"can":[124,131],"be":[125,132],"optimized":[126],"resulting":[129],"schedules":[130],"used":[133],"practice.":[135]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
