{"id":"https://openalex.org/W2559659083","doi":"https://doi.org/10.1109/cec.2016.7744403","title":"L-SHADE with competing strategies applied to CEC2015 learning-based test suite","display_name":"L-SHADE with competing strategies applied to CEC2015 learning-based test suite","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2559659083","doi":"https://doi.org/10.1109/cec.2016.7744403","mag":"2559659083"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2016.7744403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744403","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"article","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/A5066127245","display_name":"Radka Pol\u00e1kov\u00e1","orcid":"https://orcid.org/0000-0002-0782-5668"},"institutions":[{"id":"https://openalex.org/I187293425","display_name":"University of Ostrava","ror":"https://ror.org/00pyqav47","country_code":"CZ","type":"education","lineage":["https://openalex.org/I187293425"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Radka Polakova","raw_affiliation_strings":["Centre of Excellence IT4Innovations, University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre of Excellence IT4Innovations, University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I187293425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082155945","display_name":"Josef Tvrd\u00edk","orcid":null},"institutions":[{"id":"https://openalex.org/I187293425","display_name":"University of Ostrava","ror":"https://ror.org/00pyqav47","country_code":"CZ","type":"education","lineage":["https://openalex.org/I187293425"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Josef Tvrdik","raw_affiliation_strings":["Department of Computer Sciences, University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I187293425"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060362188","display_name":"Petr Bujok","orcid":"https://orcid.org/0000-0003-2956-1226"},"institutions":[{"id":"https://openalex.org/I187293425","display_name":"University of Ostrava","ror":"https://ror.org/00pyqav47","country_code":"CZ","type":"education","lineage":["https://openalex.org/I187293425"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr Bujok","raw_affiliation_strings":["Department of Computer Sciences, University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I187293425"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.0663,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.97070213,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"47","issue":null,"first_page":"4790","last_page":"4796"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9984999895095825,"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":0.9782000184059143,"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":0.8145867586135864},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7874729633331299},{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.7575089335441589},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.6788856387138367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6130374670028687},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.541236937046051},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.5341787338256836},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5200735926628113},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5090586543083191},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.453861266374588},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.43922626972198486},{"id":"https://openalex.org/keywords/evolution-strategy","display_name":"Evolution strategy","score":0.4186553657054901},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4070032835006714},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37903672456741333},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2638179063796997},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.2412932813167572}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.8145867586135864},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7874729633331299},{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.7575089335441589},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.6788856387138367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6130374670028687},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.541236937046051},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5341787338256836},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5200735926628113},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5090586543083191},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.453861266374588},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.43922626972198486},{"id":"https://openalex.org/C207002847","wikidata":"https://www.wikidata.org/wiki/Q2912857","display_name":"Evolution strategy","level":3,"score":0.4186553657054901},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4070032835006714},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37903672456741333},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2638179063796997},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.2412932813167572},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2016.7744403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744403","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324050","display_name":"Ostravsk\u00e1 Univerzita v Ostrav\u011b","ror":"https://ror.org/00pyqav47"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1706704104","https://openalex.org/W1986073756","https://openalex.org/W2028023916","https://openalex.org/W2028031385","https://openalex.org/W2028261435","https://openalex.org/W2042253843","https://openalex.org/W2079557127","https://openalex.org/W2117250519","https://openalex.org/W2119001727","https://openalex.org/W2137340504","https://openalex.org/W2144051602","https://openalex.org/W2155529731","https://openalex.org/W2162145193","https://openalex.org/W2165109867","https://openalex.org/W2182761707","https://openalex.org/W2917884856","https://openalex.org/W4285719527","https://openalex.org/W6686280248","https://openalex.org/W6759768743"],"related_works":["https://openalex.org/W1988293173","https://openalex.org/W3177681191","https://openalex.org/W2076472895","https://openalex.org/W2389275641","https://openalex.org/W3111421931","https://openalex.org/W2018004473","https://openalex.org/W2246920560","https://openalex.org/W2908549093","https://openalex.org/W3205278480","https://openalex.org/W2021957875"],"abstract_inverted_index":{"Successful":[0],"adaptive":[1,32],"variant":[2],"of":[3,11,70,99],"differential":[4,37],"evolution,":[5],"the":[6,27,43,53,63,86,93,97,100],"Success-history":[7],"based":[8],"parameter":[9],"adaptation":[10],"Differential":[12],"Evolution":[13],"using":[14],"linear":[15],"population":[16],"size":[17],"reduction":[18],"algorithm":[19,28,59,88],"(L-SHADE),":[20],"was":[21],"improved.":[22],"Adaptive":[23],"mechanisms":[24],"used":[25],"in":[26,52,96],"were":[29],"joined":[30],"with":[31,48,89],"mechanism":[33],"proposed":[34,58,87],"for":[35,67],"competitive":[36],"evolution":[38],"algorithm.":[39,56],"Four":[40],"strategies,":[41],"including":[42],"original":[44,94],"one":[45],"and":[46,73],"strategies":[47,91],"exponential":[49],"crossover,":[50],"compete":[51],"new":[54],"LSHADE44":[55],"The":[57],"is":[60],"applied":[61],"to":[62,83],"benchmark":[64],"set":[65],"defined":[66],"Learning-based":[68],"case":[69],"Special":[71],"Session":[72],"Competitions":[74],"on":[75,80],"Real-Parameter":[76],"Single":[77],"Objective":[78],"Optimization":[79],"CEC2016.":[81],"According":[82],"preliminary":[84],"experiments,":[85],"competing":[90],"outperformed":[92],"L-SHADE":[95],"most":[98],"test":[101],"problems.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}