{"id":"https://openalex.org/W2999336858","doi":"https://doi.org/10.1109/access.2020.2964222","title":"Advanced Cauchy Mutation for Differential Evolution in Numerical Optimization","display_name":"Advanced Cauchy Mutation for Differential Evolution in Numerical Optimization","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2999336858","doi":"https://doi.org/10.1109/access.2020.2964222","mag":"2999336858"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2964222","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2964222","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950112.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950112.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026344546","display_name":"Tae Jong Choi","orcid":"https://orcid.org/0000-0001-8398-1673"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Tae Jong Choi","raw_affiliation_strings":["Department of Computer Science and Engineering, Tandon School of Engineering, New York University, Brooklyn, USA","Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon-si, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-8398-1673","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Tandon School of Engineering, New York University, Brooklyn, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon-si, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077267552","display_name":"Julian Togelius","orcid":"https://orcid.org/0000-0003-3128-4598"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julian Togelius","raw_affiliation_strings":["Department of Computer Science and Engineering, Tandon School of Engineering, New York University, Brooklyn, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Tandon School of Engineering, New York University, Brooklyn, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087179276","display_name":"Yun-Gyung Cheong","orcid":"https://orcid.org/0000-0001-6329-8439"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yun-Gyung Cheong","raw_affiliation_strings":["College of Software, Sungkyunkwan University, Suwon-si, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Software, Sungkyunkwan University, Suwon-si, South Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4771,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.91150921,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"8720","last_page":"8734"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9976999759674072,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/differential-evolution","display_name":"Differential evolution","score":0.6179078817367554},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.5994649529457092},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.445133775472641},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4437807500362396},{"id":"https://openalex.org/keywords/cauchy-distribution","display_name":"Cauchy distribution","score":0.4410861134529114},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.43514329195022583},{"id":"https://openalex.org/keywords/initial-value-problem","display_name":"Initial value problem","score":0.4239885210990906},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32667553424835205},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.17586150765419006},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.16477441787719727},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12984797358512878}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6179078817367554},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.5994649529457092},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.445133775472641},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4437807500362396},{"id":"https://openalex.org/C49344536","wikidata":"https://www.wikidata.org/wiki/Q726441","display_name":"Cauchy distribution","level":2,"score":0.4410861134529114},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.43514329195022583},{"id":"https://openalex.org/C26955809","wikidata":"https://www.wikidata.org/wiki/Q10167591","display_name":"Initial value problem","level":2,"score":0.4239885210990906},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32667553424835205},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.17586150765419006},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.16477441787719727},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12984797358512878},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2964222","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2964222","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950112.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:08c981f92d244e6ab60ac8fb8b506297","is_oa":true,"landing_page_url":"https://doaj.org/article/08c981f92d244e6ab60ac8fb8b506297","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 8720-8734 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2964222","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2964222","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950112.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3654552432","display_name":null,"funder_award_id":"NRF-2019R1A2C1006316","funder_id":"https://openalex.org/F4320321408","funder_display_name":"Ministry of Education"},{"id":"https://openalex.org/G3924744067","display_name":null,"funder_award_id":"NRF-2017R1C1B2012752","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321408","display_name":"Ministry of Education","ror":"https://ror.org/01p262204"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2999336858.pdf","grobid_xml":"https://content.openalex.org/works/W2999336858.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W121358199","https://openalex.org/W151593784","https://openalex.org/W1565746575","https://openalex.org/W1570180898","https://openalex.org/W1595159159","https://openalex.org/W1879678483","https://openalex.org/W1966990143","https://openalex.org/W1967460356","https://openalex.org/W1968075052","https://openalex.org/W2021514916","https://openalex.org/W2027825959","https://openalex.org/W2028031385","https://openalex.org/W2042253843","https://openalex.org/W2055150540","https://openalex.org/W2117250519","https://openalex.org/W2134154181","https://openalex.org/W2137340504","https://openalex.org/W2144051602","https://openalex.org/W2151334902","https://openalex.org/W2155529731","https://openalex.org/W2156194072","https://openalex.org/W2168486707","https://openalex.org/W2310612427","https://openalex.org/W2335526526","https://openalex.org/W2502746801","https://openalex.org/W2558840424","https://openalex.org/W2590533525","https://openalex.org/W2726178318","https://openalex.org/W2726592172","https://openalex.org/W2729414995","https://openalex.org/W2732171826","https://openalex.org/W2734033754","https://openalex.org/W2757020002","https://openalex.org/W2757662287","https://openalex.org/W2767233500","https://openalex.org/W2797204974","https://openalex.org/W2809890364","https://openalex.org/W2829597289","https://openalex.org/W2885290168","https://openalex.org/W2895647686","https://openalex.org/W2896269011","https://openalex.org/W2897728985","https://openalex.org/W2910548466","https://openalex.org/W6604902860"],"related_works":["https://openalex.org/W2886068122","https://openalex.org/W2111826695","https://openalex.org/W2035908454","https://openalex.org/W1988293173","https://openalex.org/W2726904590","https://openalex.org/W2885003276","https://openalex.org/W1991640459","https://openalex.org/W1994782139","https://openalex.org/W1974759277","https://openalex.org/W1968696210"],"abstract_inverted_index":{"Among":[0],"many":[1,38],"evolutionary":[2,22],"algorithms,":[3],"differential":[4],"evolution":[5],"(DE)":[6],"has":[7,25],"received":[8],"much":[9],"attention":[10],"over":[11],"the":[12,57,62,70,76,81,94,98,102,106,115,148,153,194,199],"last":[13],"two":[14],"decades.":[15],"DE":[16,182,195],"is":[17,121],"a":[18,53,130,141,157,163,185],"simple":[19],"yet":[20],"powerful":[21],"algorithm":[23,201],"that":[24,146,193],"been":[26,174],"used":[27],"successfully":[28],"to":[29,60,110,114,125],"optimize":[30],"various":[31],"real-world":[32],"problems.":[33],"Since":[34],"it":[35,123],"was":[36],"introduced,":[37],"researchers":[39],"have":[40,173],"developed":[41],"new":[42,111],"methods":[43],"for":[44,151,206],"DE,":[45],"and":[46,79,134,168,171,179],"one":[47],"of":[48,52,65,72,187],"them":[49],"makes":[50],"use":[51],"mutation":[54,83,155],"based":[55,143],"on":[56,84,184],"Cauchy":[58,82,99,154],"distribution":[59],"increase":[61],"convergence":[63],"speed":[64],"DE.":[66],"The":[67],"method":[68,103],"monitors":[69],"results":[71],"each":[73],"individual":[74,96],"in":[75,156],"selection":[77],"operator":[78],"performs":[80],"consecutively":[85,107],"failed":[86,108],"individuals,":[87],"which":[88,160,191],"generates":[89],"mutant":[90],"vectors":[91],"by":[92,198],"perturbing":[93],"best":[95,116],"with":[97,176],"distribution.":[100],"Therefore,":[101],"can":[104,161],"locate":[105],"individuals":[109],"positions":[112],"close":[113],"individual.":[117],"Although":[118],"this":[119,137],"approach":[120],"interesting,":[122],"fails":[124],"take":[126],"into":[127],"account":[128],"establishing":[129],"balance":[131],"between":[132,166],"exploration":[133,167],"exploitation.":[135,169],"In":[136],"paper,":[138],"we":[139],"propose":[140],"sigmoid":[142],"parameter":[144],"control":[145],"alters":[147],"failure":[149],"threshold":[150],"performing":[152],"time-varying":[158],"schedule,":[159],"establish":[162],"good":[164],"ratio":[165],"Experiments":[170],"comparisons":[172],"done":[175],"six":[177,180],"conventional":[178],"advanced":[181],"variants":[183,196],"set":[186],"30":[188],"benchmark":[189],"problems,":[190],"indicate":[192],"assisted":[197],"proposed":[200],"are":[202],"highly":[203],"competitive,":[204],"especially":[205],"multimodal":[207],"functions.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
