{"id":"https://openalex.org/W4386879473","doi":"https://doi.org/10.3390/a16090451","title":"HyperDE: An Adaptive Hyper-Heuristic for Global Optimization","display_name":"HyperDE: An Adaptive Hyper-Heuristic for Global Optimization","publication_year":2023,"publication_date":"2023-09-20","ids":{"openalex":"https://openalex.org/W4386879473","doi":"https://doi.org/10.3390/a16090451"},"language":"en","primary_location":{"id":"doi:10.3390/a16090451","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16090451","pdf_url":"https://www.mdpi.com/1999-4893/16/9/451/pdf?version=1695223245","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/16/9/451/pdf?version=1695223245","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092906602","display_name":"Alexandru-Razvan Manescu","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Alexandru-Razvan Manescu","raw_affiliation_strings":["Department of Automatic Control and Computers, University Politehnica of Bucharest, 313 Spl. Independen\u0163ei, 060042 Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Computers, University Politehnica of Bucharest, 313 Spl. Independen\u0163ei, 060042 Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023994037","display_name":"Bogdan Dumitrescu","orcid":"https://orcid.org/0000-0003-4555-1714"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Bogdan Dumitrescu","raw_affiliation_strings":["Department of Automatic Control and Computers, University Politehnica of Bucharest, 313 Spl. Independen\u0163ei, 060042 Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Computers, University Politehnica of Bucharest, 313 Spl. Independen\u0163ei, 060042 Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023994037"],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.5185,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72001313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"16","issue":"9","first_page":"451","last_page":"451"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9979000091552734,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7518709897994995},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6685513257980347},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6665077805519104},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.654579758644104},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6533159017562866},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.5553786754608154},{"id":"https://openalex.org/keywords/hyper-heuristic","display_name":"Hyper-heuristic","score":0.5386156439781189},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4940672218799591},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.47162675857543945},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.43582767248153687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40014010667800903},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.29454559087753296},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21709945797920227}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7518709897994995},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6685513257980347},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6665077805519104},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.654579758644104},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6533159017562866},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.5553786754608154},{"id":"https://openalex.org/C117270229","wikidata":"https://www.wikidata.org/wiki/Q5957539","display_name":"Hyper-heuristic","level":5,"score":0.5386156439781189},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4940672218799591},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.47162675857543945},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.43582767248153687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40014010667800903},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29454559087753296},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21709945797920227},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.0},{"id":"https://openalex.org/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a16090451","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16090451","pdf_url":"https://www.mdpi.com/1999-4893/16/9/451/pdf?version=1695223245","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d06f8302eb1345b580627658f0d247ed","is_oa":true,"landing_page_url":"https://doaj.org/article/d06f8302eb1345b580627658f0d247ed","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 16, Iss 9, p 451 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a16090451","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16090451","pdf_url":"https://www.mdpi.com/1999-4893/16/9/451/pdf?version=1695223245","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G3134238699","display_name":null,"funder_award_id":"PN-III-P4-PCE-2021-0154","funder_id":"https://openalex.org/F4320318622","funder_display_name":"Ministerul Cercet\u0103rii, Inov\u0103rii \u015fi Digitaliz\u0103rii"},{"id":"https://openalex.org/G3508232864","display_name":null,"funder_award_id":"PN-III-P4-PCE-2021-0154","funder_id":"https://openalex.org/F4320323444","funder_display_name":"Autoritatea National\u0103 pentru Cercetare Stiintific\u0103"},{"id":"https://openalex.org/G4062358409","display_name":null,"funder_award_id":"PNCDI III","funder_id":"https://openalex.org/F4320318622","funder_display_name":"Ministerul Cercet\u0103rii, Inov\u0103rii \u015fi Digitaliz\u0103rii"},{"id":"https://openalex.org/G7430875941","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"},{"id":"https://openalex.org/G8141067265","display_name":null,"funder_award_id":"PNCDI III","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"}],"funders":[{"id":"https://openalex.org/F4320318622","display_name":"Ministerul Cercet\u0103rii, Inov\u0103rii \u015fi Digitaliz\u0103rii","ror":null},{"id":"https://openalex.org/F4320323444","display_name":"Autoritatea National\u0103 pentru Cercetare Stiintific\u0103","ror":"https://ror.org/03padf885"},{"id":"https://openalex.org/F4320323983","display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii","ror":"https://ror.org/01q7jq182"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386879473.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1502620236","https://openalex.org/W1523741643","https://openalex.org/W1551001158","https://openalex.org/W1595159159","https://openalex.org/W1993885071","https://openalex.org/W2024060531","https://openalex.org/W2026076687","https://openalex.org/W2042253843","https://openalex.org/W2056956492","https://openalex.org/W2072955302","https://openalex.org/W2086726443","https://openalex.org/W2143560894","https://openalex.org/W2144051602","https://openalex.org/W2152195021","https://openalex.org/W2167705044","https://openalex.org/W2290883490","https://openalex.org/W2919979744","https://openalex.org/W2954876896","https://openalex.org/W2968167638","https://openalex.org/W2971617596","https://openalex.org/W2998553334","https://openalex.org/W3014974411","https://openalex.org/W3033936477","https://openalex.org/W3036361249","https://openalex.org/W3094704314","https://openalex.org/W3134651880","https://openalex.org/W3136908367","https://openalex.org/W3174286198","https://openalex.org/W4288040592","https://openalex.org/W4292083457","https://openalex.org/W4306920881","https://openalex.org/W4316113584"],"related_works":["https://openalex.org/W2284694394","https://openalex.org/W2356230140","https://openalex.org/W2269669929","https://openalex.org/W2135298308","https://openalex.org/W4307685729","https://openalex.org/W1991804493","https://openalex.org/W4297093299","https://openalex.org/W3024588835","https://openalex.org/W1993212790","https://openalex.org/W3097679996"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,35,75,82,98],"novel":[4],"global":[5,115],"optimization":[6,37],"approach":[7,38],"in":[8,87],"the":[9,20,23,28,41,91,95,105,109,112,119,122],"form":[10],"of":[11,43,74,97,101,107,111],"an":[12],"adaptive":[13],"hyper-heuristic,":[14],"namely":[15],"HyperDE,":[16],"is":[17,25,34,79,133],"proposed.":[18],"As":[19],"naming":[21],"suggests,":[22],"method":[24,72],"based":[26,59,126],"on":[27,60],"Differential":[29],"Evolution":[30],"(DE)":[31],"heuristic,":[32],"which":[33],"well-established":[36],"inspired":[39],"by":[40],"theory":[42],"evolution.":[44],"Additionally,":[45],"two":[46],"other":[47,130],"similar":[48],"approaches":[49],"are":[50,125],"introduced":[51],"for":[52,114],"comparison":[53],"and":[54,57,65,93],"validation,":[55],"HyperSSA":[56],"HyperBES,":[58],"Sparrow":[61],"Search":[62,68],"Algorithm":[63],"(SSA)":[64],"Bald":[66],"Eagle":[67],"(BES),":[69],"respectively.":[70],"The":[71],"consists":[73],"genetic":[76],"algorithm":[77],"that":[78,121],"adopted":[80],"as":[81],"high-level":[83],"online":[84],"learning":[85],"mechanism,":[86],"order":[88],"to":[89],"adjust":[90],"hyper-parameters":[92],"facilitate":[94],"collaboration":[96],"homogeneous":[99],"set":[100],"low-level":[102],"heuristics":[103,120],"with":[104,118,129],"intent":[106],"maximizing":[108],"performance":[110],"search":[113],"optima.":[116],"Comparison":[117],"proposed":[123],"methodologies":[124],"on,":[127],"along":[128],"state-of-the-art":[131],"methods,":[132],"favorable.":[134]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}