{"id":"https://openalex.org/W4412106555","doi":"https://doi.org/10.1145/3712256.3726327","title":"Adaptive Estimation of the Number of Algorithm Runs in Stochastic Optimization","display_name":"Adaptive Estimation of the Number of Algorithm Runs in Stochastic Optimization","publication_year":2025,"publication_date":"2025-07-08","ids":{"openalex":"https://openalex.org/W4412106555","doi":"https://doi.org/10.1145/3712256.3726327"},"language":"en","primary_location":{"id":"doi:10.1145/3712256.3726327","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712256.3726327","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dirros.openscience.si/IzpisGradiva.php?id=23343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082115266","display_name":"Tome Eftimov","orcid":"https://orcid.org/0000-0001-7330-1902"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Tome Eftimov","raw_affiliation_strings":["Computer Systems Department, Jo?ef Stefan Institute, Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0001-7330-1902","affiliations":[{"raw_affiliation_string":"Computer Systems Department, Jo?ef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043114412","display_name":"Peter Koro\u0161ec","orcid":"https://orcid.org/0000-0003-4492-4603"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Peter Koro\u0161ec","raw_affiliation_strings":["Computer Systems Department, Jo?ef Stefan Institute, Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0003-4492-4603","affiliations":[{"raw_affiliation_string":"Computer Systems Department, Jo?ef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3006985408"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"719","last_page":"727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9926000237464905,"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/computer-science","display_name":"Computer science","score":0.6379412412643433},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.5429551005363464},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5203761458396912},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4804353415966034},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.46121203899383545},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4446558952331543},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21279892325401306},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06924185156822205}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6379412412643433},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.5429551005363464},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5203761458396912},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4804353415966034},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.46121203899383545},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4446558952331543},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21279892325401306},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06924185156822205},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3712256.3726327","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712256.3726327","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:dirros.openscience.si:IzpisGradiva.php?id=23343","is_oa":true,"landing_page_url":"https://dirros.openscience.si/IzpisGradiva.php?id=23343","pdf_url":null,"source":{"id":"https://openalex.org/S4377196363","display_name":"DiRROS repository (University of Maribor)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I37696226","host_organization_name":"University of Maribor","host_organization_lineage":["https://openalex.org/I37696226"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ZDA","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:dirros.openscience.si:IzpisGradiva.php?id=23343","is_oa":true,"landing_page_url":"https://dirros.openscience.si/IzpisGradiva.php?id=23343","pdf_url":null,"source":{"id":"https://openalex.org/S4377196363","display_name":"DiRROS repository (University of Maribor)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I37696226","host_organization_name":"University of Maribor","host_organization_lineage":["https://openalex.org/I37696226"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ZDA","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7053180249","display_name":"Leveraging Benchmarking Data for Automated Machine Learning and Optimization","funder_award_id":"101187010","funder_id":"https://openalex.org/F4320338451","funder_display_name":"HORIZON EUROPE Widening participation and spreading excellence"},{"id":"https://openalex.org/G791504897","display_name":"Computer Structures and Systems","funder_award_id":"P2-0098","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"},{"id":"https://openalex.org/G8556938094","display_name":"Artificial Intelligence for Science","funder_award_id":"GC-0001","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"}],"funders":[{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"},{"id":"https://openalex.org/F4320338451","display_name":"HORIZON EUROPE Widening participation and spreading excellence","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1451881698","https://openalex.org/W1576660662","https://openalex.org/W1595159159","https://openalex.org/W1879678483","https://openalex.org/W2096166399","https://openalex.org/W2112036188","https://openalex.org/W2314046539","https://openalex.org/W2414365832","https://openalex.org/W2514569044","https://openalex.org/W2577511304","https://openalex.org/W2735671596","https://openalex.org/W2887566942","https://openalex.org/W2966001554","https://openalex.org/W2981752535","https://openalex.org/W3047399933","https://openalex.org/W3197990381","https://openalex.org/W4231663993","https://openalex.org/W4232941660","https://openalex.org/W4250054536","https://openalex.org/W4365799855","https://openalex.org/W4400412639"],"related_works":["https://openalex.org/W4366549320","https://openalex.org/W4287863136","https://openalex.org/W3006015132","https://openalex.org/W2965078190","https://openalex.org/W4408464351","https://openalex.org/W2140656843","https://openalex.org/W3040644038","https://openalex.org/W3203633096","https://openalex.org/W4388209346","https://openalex.org/W3095130276"],"abstract_inverted_index":{"Determining":[0],"the":[1,17,21,34,46,49,69,74,79],"number":[2,36,80],"of":[3,10,23,37,45,48,81],"algorithm":[4],"runs":[5,38,82],"is":[6],"a":[7,61],"critical":[8],"aspect":[9],"experimental":[11],"design,":[12],"as":[13,85],"it":[14],"directly":[15],"influences":[16],"experiment's":[18],"duration":[19],"and":[20,76],"reliability":[22],"its":[24],"outcomes.":[25],"This":[26],"paper":[27],"introduces":[28],"an":[29,86],"empirical":[30],"approach":[31],"to":[32,64,73],"estimating":[33],"required":[35],"per":[39],"problem":[40],"instance":[41],"for":[42],"accurate":[43],"estimation":[44],"performance":[47],"continuous":[50],"single-objective":[51],"stochastic":[52],"optimization":[53],"algorithm.":[54],"The":[55],"method":[56],"leverages":[57],"probability":[58],"theory,":[59],"incorporating":[60],"robustness":[62],"check":[63],"identify":[65],"significant":[66],"imbalances":[67],"in":[68],"data":[70],"distribution":[71],"relative":[72],"mean,":[75],"dynamically":[77],"adjusts":[78],"during":[83],"execution":[84],"online":[87],"approach.":[88]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
