{"id":"https://openalex.org/W1492528531","doi":"https://doi.org/10.1007/978-3-642-02011-7_3","title":"Experimental Comparisons of Derivative Free Optimization Algorithms","display_name":"Experimental Comparisons of Derivative Free Optimization Algorithms","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1492528531","doi":"https://doi.org/10.1007/978-3-642-02011-7_3","mag":"1492528531"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-02011-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02011-7_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5108074862","display_name":"Anne Auger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I4210161634","display_name":"Microsoft (France)","ror":"https://ror.org/0521n7n83","country_code":"FR","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210161634"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"A. Auger","raw_affiliation_strings":["Microsoft Research-INRIA Joint Centre, 28 rue Jean Rostand, 91893, Orsay Cedex, France","TAO Projetct-Team, INRIA Saclay \u2013 \u00cele-de-France LRI, Bat 490 Univ. Paris-Sud, 91405, Orsay Cedex, France"],"affiliations":[{"raw_affiliation_string":"Microsoft Research-INRIA Joint Centre, 28 rue Jean Rostand, 91893, Orsay Cedex, France","institution_ids":["https://openalex.org/I4210161634","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"TAO Projetct-Team, INRIA Saclay \u2013 \u00cele-de-France LRI, Bat 490 Univ. Paris-Sud, 91405, Orsay Cedex, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I102197404","https://openalex.org/I4210144804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039669927","display_name":"Nikolaus Hansen","orcid":"https://orcid.org/0000-0001-7788-4906"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I4210161634","display_name":"Microsoft (France)","ror":"https://ror.org/0521n7n83","country_code":"FR","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210161634"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"N. Hansen","raw_affiliation_strings":["Microsoft Research-INRIA Joint Centre, 28 rue Jean Rostand, 91893, Orsay Cedex, France","TAO Projetct-Team, INRIA Saclay \u2013 \u00cele-de-France LRI, Bat 490 Univ. Paris-Sud, 91405, Orsay Cedex, France"],"affiliations":[{"raw_affiliation_string":"Microsoft Research-INRIA Joint Centre, 28 rue Jean Rostand, 91893, Orsay Cedex, France","institution_ids":["https://openalex.org/I4210161634","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"TAO Projetct-Team, INRIA Saclay \u2013 \u00cele-de-France LRI, Bat 490 Univ. Paris-Sud, 91405, Orsay Cedex, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I102197404","https://openalex.org/I4210144804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034715747","display_name":"Jorge M. P\u00e9rez Zerpa","orcid":"https://orcid.org/0000-0002-8778-624X"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. M. Perez Zerpa","raw_affiliation_strings":["TAO Projetct-Team, INRIA Saclay \u2013 \u00cele-de-France LRI, Bat 490 Univ. Paris-Sud, 91405, Orsay Cedex, France"],"affiliations":[{"raw_affiliation_string":"TAO Projetct-Team, INRIA Saclay \u2013 \u00cele-de-France LRI, Bat 490 Univ. Paris-Sud, 91405, Orsay Cedex, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I102197404","https://openalex.org/I4210144804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038403580","display_name":"Raymond Ros","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"R. Ros","raw_affiliation_strings":["TAO Projetct-Team, INRIA Saclay \u2013 \u00cele-de-France LRI, Bat 490 Univ. Paris-Sud, 91405, Orsay Cedex, France"],"affiliations":[{"raw_affiliation_string":"TAO Projetct-Team, INRIA Saclay \u2013 \u00cele-de-France LRI, Bat 490 Univ. Paris-Sud, 91405, Orsay Cedex, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I102197404","https://openalex.org/I4210144804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081938847","display_name":"Marc Schoenauer","orcid":"https://orcid.org/0000-0003-1450-6830"},"institutions":[{"id":"https://openalex.org/I4210161634","display_name":"Microsoft (France)","ror":"https://ror.org/0521n7n83","country_code":"FR","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210161634"]},{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Schoenauer","raw_affiliation_strings":["Microsoft Research-INRIA Joint Centre, 28 rue Jean Rostand, 91893, Orsay Cedex, France","TAO Projetct-Team, INRIA Saclay \u2013 \u00cele-de-France LRI, Bat 490 Univ. Paris-Sud, 91405, Orsay Cedex, France"],"affiliations":[{"raw_affiliation_string":"Microsoft Research-INRIA Joint Centre, 28 rue Jean Rostand, 91893, Orsay Cedex, France","institution_ids":["https://openalex.org/I4210161634","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"TAO Projetct-Team, INRIA Saclay \u2013 \u00cele-de-France LRI, Bat 490 Univ. Paris-Sud, 91405, Orsay Cedex, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I102197404","https://openalex.org/I4210144804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108074862"],"corresponding_institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210161634"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.3416,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.95011202,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"15"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9976000189781189,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cma-es","display_name":"CMA-ES","score":0.7567545175552368},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7410252094268799},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6839165687561035},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6613028049468994},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5776391625404358},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5677430629730225},{"id":"https://openalex.org/keywords/broyden\u2013fletcher\u2013goldfarb\u2013shanno-algorithm","display_name":"Broyden\u2013Fletcher\u2013Goldfarb\u2013Shanno algorithm","score":0.5420902371406555},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5165694952011108},{"id":"https://openalex.org/keywords/derivative-free-optimization","display_name":"Derivative-free optimization","score":0.45219218730926514},{"id":"https://openalex.org/keywords/covariance-matrix","display_name":"Covariance matrix","score":0.3758167624473572},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.3057337701320648},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24449566006660461},{"id":"https://openalex.org/keywords/covariance-function","display_name":"Covariance function","score":0.08972495794296265},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.08352786302566528}],"concepts":[{"id":"https://openalex.org/C205555498","wikidata":"https://www.wikidata.org/wiki/Q505588","display_name":"CMA-ES","level":4,"score":0.7567545175552368},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7410252094268799},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6839165687561035},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6613028049468994},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5776391625404358},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5677430629730225},{"id":"https://openalex.org/C132721684","wikidata":"https://www.wikidata.org/wiki/Q2877013","display_name":"Broyden\u2013Fletcher\u2013Goldfarb\u2013Shanno algorithm","level":3,"score":0.5420902371406555},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5165694952011108},{"id":"https://openalex.org/C29282572","wikidata":"https://www.wikidata.org/wiki/Q16977029","display_name":"Derivative-free optimization","level":4,"score":0.45219218730926514},{"id":"https://openalex.org/C185142706","wikidata":"https://www.wikidata.org/wiki/Q1134404","display_name":"Covariance matrix","level":2,"score":0.3758167624473572},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.3057337701320648},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24449566006660461},{"id":"https://openalex.org/C137250428","wikidata":"https://www.wikidata.org/wiki/Q5178897","display_name":"Covariance function","level":3,"score":0.08972495794296265},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.08352786302566528},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-02011-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02011-7_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W102487131","https://openalex.org/W206440355","https://openalex.org/W600632748","https://openalex.org/W1514875444","https://openalex.org/W1523826400","https://openalex.org/W1595159159","https://openalex.org/W1605438009","https://openalex.org/W1966878414","https://openalex.org/W2005470683","https://openalex.org/W2054875385","https://openalex.org/W2099087967","https://openalex.org/W2109024688","https://openalex.org/W2112036188","https://openalex.org/W2112449769","https://openalex.org/W2132181343","https://openalex.org/W2152195021","https://openalex.org/W2468811940","https://openalex.org/W4237344571","https://openalex.org/W4256451422","https://openalex.org/W4393000237"],"related_works":["https://openalex.org/W4206833511","https://openalex.org/W8431176","https://openalex.org/W4285805527","https://openalex.org/W4323922629","https://openalex.org/W2113650225","https://openalex.org/W2956183930","https://openalex.org/W3102725223","https://openalex.org/W2393398569","https://openalex.org/W2055683077","https://openalex.org/W2373121772"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}