{"id":"https://openalex.org/W2898864091","doi":"https://doi.org/10.1155/2018/9692764","title":"Multiobjective Optimization of Tool Geometric Parameters Using Genetic Algorithm","display_name":"Multiobjective Optimization of Tool Geometric Parameters Using Genetic Algorithm","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2898864091","doi":"https://doi.org/10.1155/2018/9692764","mag":"2898864091"},"language":"en","primary_location":{"id":"doi:10.1155/2018/9692764","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/9692764","pdf_url":"https://downloads.hindawi.com/journals/complexity/2018/9692764.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2018/9692764.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100694109","display_name":"Maohua Du","orcid":"https://orcid.org/0000-0002-2978-1985"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Maohua Du","raw_affiliation_strings":["Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500, China","Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101724381","display_name":"Zheng Yong Cheng","orcid":"https://orcid.org/0000-0003-0814-8328"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Cheng","raw_affiliation_strings":["Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500, China","Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100349288","display_name":"Yanfei Zhang","orcid":"https://orcid.org/0000-0002-2613-0474"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfei Zhang","raw_affiliation_strings":["Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500, China","Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079522079","display_name":"Shensong Wang","orcid":"https://orcid.org/0000-0001-7010-1649"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shensong Wang","raw_affiliation_strings":["Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500, China","Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Kunming University of Science and Technology, Kunming 650500","institution_ids":["https://openalex.org/I10660446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100694109"],"corresponding_institution_ids":["https://openalex.org/I10660446"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.6835,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.69902536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2018","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10188","display_name":"Advanced machining processes and optimization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9995999932289124,"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/T11583","display_name":"Advanced Measurement and Metrology Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/computer-science","display_name":"Computer science","score":0.5776933431625366},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5594801902770996},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4852980971336365},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4838029742240906},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.47015905380249023},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4490542709827423},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28030478954315186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5776933431625366},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5594801902770996},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4852980971336365},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4838029742240906},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.47015905380249023},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4490542709827423},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28030478954315186}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2018/9692764","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/9692764","pdf_url":"https://downloads.hindawi.com/journals/complexity/2018/9692764.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:9692764","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2018/9692764.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:da8eb5750b92451e8d236d485938777b","is_oa":true,"landing_page_url":"https://doaj.org/article/da8eb5750b92451e8d236d485938777b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2018 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2018/9692764","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/9692764","pdf_url":"https://downloads.hindawi.com/journals/complexity/2018/9692764.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2515082948","display_name":null,"funder_award_id":"61562055","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2898864091.pdf","grobid_xml":"https://content.openalex.org/works/W2898864091.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W224765397","https://openalex.org/W1535024385","https://openalex.org/W1995180252","https://openalex.org/W2000673461","https://openalex.org/W2020900056","https://openalex.org/W2037061345","https://openalex.org/W2053603851","https://openalex.org/W2061823853","https://openalex.org/W2062018794","https://openalex.org/W2072278191","https://openalex.org/W2075930281","https://openalex.org/W2087328285","https://openalex.org/W2092984269","https://openalex.org/W2124991753","https://openalex.org/W2162111279","https://openalex.org/W2460891335","https://openalex.org/W2468646404","https://openalex.org/W2684823288"],"related_works":["https://openalex.org/W4318426920","https://openalex.org/W2055791821","https://openalex.org/W2153873031","https://openalex.org/W570431388","https://openalex.org/W2637862190","https://openalex.org/W2611723089","https://openalex.org/W2337862504","https://openalex.org/W3082547637","https://openalex.org/W1994436307","https://openalex.org/W2164920121"],"abstract_inverted_index":{"Tool":[0],"geometric":[1,21,112,155,189,257],"parameters":[2,22,113,156,190,258],"have":[3,143],"a":[4,16,104,182],"huge":[5],"impact":[6],"on":[7,19,136,157],"tool":[8,20,54,66,154,188,256,286,294],"wear.":[9,295],"Up":[10],"to":[11,57,64,74,164,223,283],"now,":[12],"there":[13],"are":[14,90,178,203,247,259],"only":[15],"few":[17],"researches":[18],"and":[23,25,85,121,132,161,185,219,227,238,262,270,289],"optimization,":[24],"the":[26,42,47,58,70,78,82,91,109,133,137,145,151,158,165,176,186,196,209,212,216,228,231,235,254,267,271,284],"single":[27],"objective":[28,127],"function":[29],"of":[30,81,108,150,153,173,211,215,230,280],"parameter":[31],"optimization":[32,106],"used":[33],"by":[34,180,249],"researchers":[35],"during":[36],"high\u2010speed":[37,171],"machining":[38],"(HSM)":[39],"mainly":[40],"is":[41,69,279],"minimum":[43,201],"cutting":[44,49,60,83,86,99,122,130,159,172,217,220,236,239,268,272,285],"force.":[45],"However,":[46],"elevated":[48],"temperature":[50,87,162,221,240,273],"also":[51],"greatly":[52],"affects":[53],"wear":[55],"due":[56],"numerous":[59],"heat":[61],"generation.":[62],"Thus,":[63],"reduce":[65],"wear,":[67],"it":[68],"most":[71,93],"fundamental":[72],"approach":[73],"taking":[75],"into":[76],"account":[77],"comprehensive":[79],"control":[80,195],"force":[84,131,160,218,237,269],"because":[88],"they":[89],"two":[92,126,197],"important":[94],"physical":[95],"quantities":[96],"in":[97,170,199,208],"metal":[98],"processes.":[100],"This":[101,277],"work":[102,278],"proposes":[103],"new":[105],"idea":[107],"cutting\u2010tool\u2019s":[110],"multi":[111],"(three":[114],"main":[115],"parameters:":[116],"rake":[117],"angle,":[118,120],"clearance":[119],"edge":[123],"radius)":[124],"with":[125],"functions":[128],"(the":[129],"temperature).":[134],"Based":[135],"response":[138],"surface":[139],"method":[140],"(RSM),":[141],"we":[142],"established":[144],"modified":[146],"functional":[147],"relation":[148],"models":[149,177,214,232],"influence":[152],"according":[163],"finite":[166],"element":[167],"simulation":[168],"results":[169,246],"Ti6Al4V.":[174],"Then":[175],"solved":[179],"using":[181],"genetic":[183],"algorithm,":[184],"optimal":[187,245,255],"values":[191,202],"that":[192,253],"can":[193],"concurrently":[194],"objectives":[198],"their":[200,224],"obtained.":[204],"The":[205,244],"advantages":[206],"lie":[207],"strategy":[210],"separate":[213],"owing":[222],"different":[225,241],"dimensions":[226],"solution":[229],"through":[233],"giving":[234],"weight":[242],"coefficients.":[243],"verified":[248],"experiments,":[250],"which":[251],"shows":[252],"very":[260],"effective":[261],"vital":[263],"for":[264,292],"ensuring":[265],"both":[266],"not":[274],"too":[275],"high.":[276],"great":[281],"significance":[282],"design":[287],"theory":[288],"its":[290],"manufacturing":[291],"reducing":[293]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}