{"id":"https://openalex.org/W3006864305","doi":"https://doi.org/10.1109/ssci44817.2019.9003101","title":"Algorithm Portfolio for Parameter Tuned Evolutionary Algorithms","display_name":"Algorithm Portfolio for Parameter Tuned Evolutionary Algorithms","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3006864305","doi":"https://doi.org/10.1109/ssci44817.2019.9003101","mag":"3006864305"},"language":"en","primary_location":{"id":"doi:10.1109/ssci44817.2019.9003101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci44817.2019.9003101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5101643996","display_name":"Hao Tong","orcid":"https://orcid.org/0000-0003-4881-8701"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Tong","raw_affiliation_strings":["University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602366","display_name":"Shuyi Zhang","orcid":"https://orcid.org/0000-0002-1501-7847"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyi Zhang","raw_affiliation_strings":["University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030356525","display_name":"Changwu Huang","orcid":"https://orcid.org/0000-0003-3685-2822"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changwu Huang","raw_affiliation_strings":["University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635494","display_name":"Xin Yao","orcid":"https://orcid.org/0000-0001-8837-4442"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yao","raw_affiliation_strings":["University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101643996"],"corresponding_institution_ids":["https://openalex.org/I3045169105"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.19674112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2005005","issue":null,"first_page":"1849","last_page":"1856"},"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":0.9998999834060669,"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":0.9993000030517578,"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/benchmark","display_name":"Benchmark (surveying)","score":0.7849499583244324},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6807528138160706},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6283594965934753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.531782865524292},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.49330344796180725},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44262754917144775},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4409817159175873},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41867393255233765},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29924777150154114},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19821038842201233}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7849499583244324},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6807528138160706},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6283594965934753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.531782865524292},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.49330344796180725},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44262754917144775},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4409817159175873},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41867393255233765},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29924777150154114},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19821038842201233},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci44817.2019.9003101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci44817.2019.9003101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W119157355","https://openalex.org/W1510052597","https://openalex.org/W1519597478","https://openalex.org/W1556137908","https://openalex.org/W1595159159","https://openalex.org/W1963924386","https://openalex.org/W2026484697","https://openalex.org/W2047094503","https://openalex.org/W2100274914","https://openalex.org/W2117643431","https://openalex.org/W2120133173","https://openalex.org/W2132181343","https://openalex.org/W2147148915","https://openalex.org/W2151554678","https://openalex.org/W2165299997","https://openalex.org/W2180650559","https://openalex.org/W2186150905","https://openalex.org/W2332823841","https://openalex.org/W2505770036","https://openalex.org/W2936551654","https://openalex.org/W2961614712","https://openalex.org/W3105523422","https://openalex.org/W6604763490","https://openalex.org/W6631259609","https://openalex.org/W6633277854","https://openalex.org/W6678314717","https://openalex.org/W6679381669"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2726551571","https://openalex.org/W2383918176"],"abstract_inverted_index":{"Evolutionary":[0],"algorithms'":[1],"performance":[2,135,184],"can":[3,97,178],"be":[4],"enhanced":[5],"significantly":[6,179],"by":[7,119],"using":[8,26],"suitable":[9],"parameter":[10,35,41,100],"configurations":[11],"when":[12,47],"solving":[13,48,127],"optimization":[14,188],"problems.":[15,50,129],"Most":[16],"existing":[17],"parameter-tuning":[18],"methods":[19],"are":[20,159],"inefficient,":[21],"which":[22],"tune":[23,75],"algorithm's":[24,76,183,194],"parameters":[25,77,118],"whole":[27],"benchmark":[28,169],"function":[29],"set":[30],"and":[31,147,167,185],"only":[32,39],"obtain":[33,98],"one":[34,79,99],"configuration.":[36],"Moreover,":[37],"the":[38,71,91,112,124,134,156,181,193],"obtained":[40],"configuration":[42,101],"is":[43],"likely":[44],"to":[45,65,74,87,122,132],"fail":[46],"different":[49,116],"In":[51,130],"this":[52],"paper,":[53],"we":[54,139],"propose":[55],"a":[56,94],"framework":[57,151,177],"that":[58],"applying":[59],"portfolio":[60,120],"for":[61,102],"parameter-tuned":[62,72],"algorithm":[63,73,153],"(PPTA)":[64],"address":[66],"these":[67],"challenges.":[68],"PPTA":[69,107,137,150,157,176],"uses":[70],"on":[78,165],"instance":[80],"of":[81,111,126,136],"each":[82,103],"problem":[83,104],"category,":[84],"but":[85],"not":[86],"all":[88],"functions":[89],"in":[90],"benchmark.":[92],"As":[93],"result,":[95],"it":[96],"category.":[105],"Then,":[106],"combines":[108],"several":[109,141],"instantiations":[110],"same":[113],"algorithms":[114,143,164],"with":[115,161],"tuned":[117],"method":[121],"decrease":[123],"risk":[125,189],"unknown":[128],"order":[131],"analyse":[133],"framework,":[138],"embed":[140],"test":[142,163],"(i.e.":[144],"GA,":[145],"DE":[146],"PSO)":[148],"into":[149],"constructing":[152],"instances.":[154],"And":[155],"instances":[158],"compared":[160],"default":[162],"BBOB2009":[166],"CEC2005":[168],"functions.":[170],"The":[171],"experimental":[172],"results":[173],"has":[174],"shown":[175],"enhance":[180],"basic":[182],"reduce":[186],"its":[187],"as":[190,192],"well":[191],"parametertuning":[195],"time.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}