{"id":"https://openalex.org/W2129724855","doi":"https://doi.org/10.1109/cec.2005.1554904","title":"Self-adaptive Differential Evolution Algorithm for Numerical Optimization","display_name":"Self-adaptive Differential Evolution Algorithm for Numerical Optimization","publication_year":2005,"publication_date":"2005-12-13","ids":{"openalex":"https://openalex.org/W2129724855","doi":"https://doi.org/10.1109/cec.2005.1554904","mag":"2129724855"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2005.1554904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2005.1554904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE Congress on 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/A5006614329","display_name":"A. K. Qin","orcid":"https://orcid.org/0000-0001-6631-1651"},"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":"A.K. Qin","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ, Singapore#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ, Singapore#TAB#","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","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":"P.N. Suganthan","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ, Singapore#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ, Singapore#TAB#","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1201,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1785","last_page":"1791"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9952999949455261,"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":0.9810000061988831,"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/benchmark","display_name":"Benchmark (surveying)","score":0.822079062461853},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.7649925947189331},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5746976137161255},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.493052214384079},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46355950832366943},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.45729362964630127},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.44555050134658813},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.43707507848739624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38452771306037903},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26135820150375366},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0785973072052002}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.822079062461853},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7649925947189331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5746976137161255},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.493052214384079},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46355950832366943},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.45729362964630127},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.44555050134658813},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.43707507848739624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38452771306037903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26135820150375366},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0785973072052002},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2005.1554904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2005.1554904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W23198321","https://openalex.org/W1490180010","https://openalex.org/W1552300222","https://openalex.org/W1595159159","https://openalex.org/W1950681193","https://openalex.org/W2089419496","https://openalex.org/W6600953984","https://openalex.org/W6632878136"],"related_works":["https://openalex.org/W2079483465","https://openalex.org/W2107894985","https://openalex.org/W2911471039","https://openalex.org/W2015132550","https://openalex.org/W2902454235","https://openalex.org/W2021957875","https://openalex.org/W3116544141","https://openalex.org/W2017609523","https://openalex.org/W2163202954","https://openalex.org/W2770121110"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5],"novel":[6],"self-adaptive":[7],"differential":[8],"evolution":[9],"algorithm":[10],"(SaDE),":[11],"where":[12],"the":[13,19,34,46,52,57],"choice":[14],"of":[15,51,59],"learning":[16,36,47],"strategy":[17,37],"and":[18,24,38],"two":[20],"control":[21],"parameters":[22],"F":[23],"CR":[25],"are":[26,41],"not":[27],"required":[28],"to":[29,45],"be":[30],"pre-specified.":[31],"During":[32],"evolution,":[33],"suitable":[35],"parameter":[39,70],"settings":[40],"gradually":[42],"self-adapted":[43],"according":[44],"experience.":[48],"The":[49],"performance":[50],"SaDE":[53],"is":[54],"reported":[55],"on":[56,68],"set":[58],"25":[60],"benchmark":[61],"functions":[62],"provided":[63],"by":[64],"CEC2005":[65],"special":[66],"session":[67],"real":[69],"optimization.":[71]},"counts_by_year":[{"year":2026,"cited_by_count":32},{"year":2025,"cited_by_count":46},{"year":2024,"cited_by_count":51},{"year":2023,"cited_by_count":47},{"year":2022,"cited_by_count":48},{"year":2021,"cited_by_count":76},{"year":2020,"cited_by_count":62},{"year":2019,"cited_by_count":77},{"year":2018,"cited_by_count":60},{"year":2017,"cited_by_count":67},{"year":2016,"cited_by_count":80},{"year":2015,"cited_by_count":75},{"year":2014,"cited_by_count":82},{"year":2013,"cited_by_count":77},{"year":2012,"cited_by_count":74}],"updated_date":"2026-07-25T15:57:00.446498","created_date":"2025-10-10T00:00:00"}