{"id":"https://openalex.org/W4302599346","doi":"https://doi.org/10.7148/2022-0099","title":"A Simple Algorithm Selector for Continuous Optimisation Problems","display_name":"A Simple Algorithm Selector for Continuous Optimisation Problems","publication_year":2022,"publication_date":"2022-06-03","ids":{"openalex":"https://openalex.org/W4302599346","doi":"https://doi.org/10.7148/2022-0099"},"language":"en","primary_location":{"id":"doi:10.7148/2022-0099","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2022-0099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2022 Proceedings edited by Ibrahim A. Hameed, Agus Hasan, Saleh Abdel-Afou Alaliyat","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/A5008003632","display_name":"Tarek A. El-Mihoub","orcid":"https://orcid.org/0000-0002-0680-4339"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tarek A. El-Mihoub","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015867852","display_name":"Christoph Tholen","orcid":"https://orcid.org/0000-0003-3496-4564"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christoph Tholen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5012562282","display_name":"Lars Nolle","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lars Nolle","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1687,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42540241,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"99","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.994700014591217,"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":0.994700014591217,"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":0.9435999989509583,"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":0.9251999855041504,"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/algorithm","display_name":"Algorithm","score":0.7384340763092041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7313563823699951},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.6280049085617065},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.6025143265724182},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.512915849685669},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5012626647949219},{"id":"https://openalex.org/keywords/simple-algorithm","display_name":"SIMPLE algorithm","score":0.4276602566242218}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.7384340763092041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7313563823699951},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6280049085617065},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6025143265724182},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.512915849685669},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5012626647949219},{"id":"https://openalex.org/C97542219","wikidata":"https://www.wikidata.org/wiki/Q497863","display_name":"SIMPLE algorithm","level":2,"score":0.4276602566242218},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7148/2022-0099","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2022-0099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2022 Proceedings edited by Ibrahim A. Hameed, Agus Hasan, Saleh Abdel-Afou Alaliyat","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2273814841","https://openalex.org/W2023981379","https://openalex.org/W1972041827","https://openalex.org/W2006631655","https://openalex.org/W2365154038","https://openalex.org/W2098636590","https://openalex.org/W1538482441","https://openalex.org/W2304469048","https://openalex.org/W107989223","https://openalex.org/W4302599346"],"abstract_inverted_index":{"A":[0],"large":[1],"number":[2],"of":[3,19,24,34,57,100,114,125,140,159,169,183,186,194],"algorithms":[4,26,36,127,139,145,172],"has":[5],"been":[6],"proposed":[7,134],"for":[8],"solving":[9,71],"continuous":[10,72],"optimisation":[11,73],"problems.":[12],"However,":[13],"there":[14],"is":[15,37,86,164],"limited":[16],"theoretical":[17],"understanding":[18],"the":[20,32,55,59,64,92,97,101,112,115,123,130,138,141,149,157,160,167,170,187,191],"strengths":[21],"and":[22,27,63,76,121,137],"weaknesses":[23],"most":[25,60],"their":[28,41],"individual":[29,171],"applicability.":[30],"Furthermore,":[31],"performance":[33,158],"these":[35],"highly":[38],"dependent":[39],"on":[40,90,96,148],"control":[42,66],"parameters,":[43],"which":[44],"need":[45],"to":[46,49,104,128,179,190],"be":[47],"configured":[48],"achieve":[50],"a":[51,81,106],"peak":[52],"performance.":[53],"Automating":[54],"processes":[56],"selecting":[58,91],"suitable":[61],"algorithm":[62,84,94,110,116,135,162],"right":[65,93],"parameters":[67],"can":[68],"help":[69],"in":[70,111,173],"problems":[74],"effectively":[75],"efficiently.":[77],"In":[78],"this":[79],"paper,":[80],"simple":[82,161],"online":[83],"selector":[85,117,136,163],"proposed.":[87],"It":[88,175],"decides":[89],"based":[95],"current":[98],"state":[99],"search":[102],"process":[103],"solve":[105,180],"given":[107],"problem.":[108],"Each":[109],"portfolio":[113,142],"competes":[118],"with":[119],"others":[120],"utilises":[122],"results":[124,154],"other":[126],"locate":[129],"global":[131],"optimum.":[132],"The":[133,153],"as":[143],"stand-alone":[144],"were":[146],"benchmarked":[147],"noise-free":[150],"BBOB-2009":[151],"testbed.":[152],"show":[155],"that":[156],"better":[165],"than":[166],"performances":[168],"general.":[174],"was":[176],"also":[177],"able":[178],"eleven":[181],"out":[182],"twenty-four":[184],"functions":[185],"test":[188],"suite":[189],"ultimate":[192],"accuracy":[193],"10-8.":[195]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
