{"id":"https://openalex.org/W4385221884","doi":"https://doi.org/10.1145/3583133.3596411","title":"Benchmarking CMA-ES with Basic Integer Handling on a Mixed-Integer Test Problem Suite","display_name":"Benchmarking CMA-ES with Basic Integer Handling on a Mixed-Integer Test Problem Suite","publication_year":2023,"publication_date":"2023-07-15","ids":{"openalex":"https://openalex.org/W4385221884","doi":"https://doi.org/10.1145/3583133.3596411"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583133.3596411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":"https://inria.hal.science/hal-04404108/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092535577","display_name":"Tristan Marty","orcid":"https://orcid.org/0009-0003-0163-796X"},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tristan Marty","raw_affiliation_strings":["Inria, Palaiseau, France","Thales Research and Technology [Palaiseau] (1 Avenue Augustin Fresnel, 91767 Palaiseau cedex - France)"],"affiliations":[{"raw_affiliation_string":"Thales Research and Technology [Palaiseau] (1 Avenue Augustin Fresnel, 91767 Palaiseau cedex - France)","institution_ids":["https://openalex.org/I4210140930"]},{"raw_affiliation_string":"Inria, Palaiseau, France","institution_ids":["https://openalex.org/I4210126360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074311844","display_name":"Yann Semet","orcid":"https://orcid.org/0009-0006-7164-2475"},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yann Semet","raw_affiliation_strings":["Thales Research and Technology [Palaiseau] (1 Avenue Augustin Fresnel, 91767 Palaiseau cedex - France)"],"affiliations":[{"raw_affiliation_string":"Thales Research and Technology [Palaiseau] (1 Avenue Augustin Fresnel, 91767 Palaiseau cedex - France)","institution_ids":["https://openalex.org/I4210140930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105003046","display_name":"Anne Auger","orcid":"https://orcid.org/0009-0008-0912-2764"},"institutions":[{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]},{"id":"https://openalex.org/I4210139461","display_name":"Laboratoire d'Informatique de l'\u00c9cole Polytechnique","ror":"https://ror.org/04afed728","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210139461","https://openalex.org/I4210145102","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anne Auger","raw_affiliation_strings":["Inria, Palaiseau, France","\u00c9cole Polytechnique, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"Inria, Palaiseau, France","institution_ids":["https://openalex.org/I4210126360"]},{"raw_affiliation_string":"\u00c9cole Polytechnique, Palaiseau, France","institution_ids":["https://openalex.org/I4210139461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070922521","display_name":"S\u00e9bastien H\u00e9ron","orcid":"https://orcid.org/0000-0002-7275-4173"},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien H\u00e9ron","raw_affiliation_strings":["Thales Research and Technology [Palaiseau] (1 Avenue Augustin Fresnel, 91767 Palaiseau cedex - France)"],"affiliations":[{"raw_affiliation_string":"Thales Research and Technology [Palaiseau] (1 Avenue Augustin Fresnel, 91767 Palaiseau cedex - France)","institution_ids":["https://openalex.org/I4210140930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039669927","display_name":"Nikolaus Hansen","orcid":"https://orcid.org/0000-0001-7788-4906"},"institutions":[{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nikolaus Hansen","raw_affiliation_strings":["Inria, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"Inria, Palaiseau, France","institution_ids":["https://openalex.org/I4210126360"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.705,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.606989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":78,"max":84},"biblio":{"volume":null,"issue":null,"first_page":"1628","last_page":"1635"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995,"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":0.9995,"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":0.9977,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9897,"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":0.8209306},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.7457354},{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.6062783}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8209306},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.8136691},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.7675272},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7457354},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.6572925},{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.6062783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5341683},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46551323},{"id":"https://openalex.org/C123558587","wikidata":"https://www.wikidata.org/wiki/Q4956382","display_name":"Branch and price","level":3,"score":0.42311722},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37894893},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30821097},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.17694506},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583133.3596411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04404108","pdf_url":"https://inria.hal.science/hal-04404108/document","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04404108","pdf_url":"https://inria.hal.science/hal-04404108/document","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":7,"referenced_works":["https://openalex.org/W1503296932","https://openalex.org/W2101677491","https://openalex.org/W2314046539","https://openalex.org/W2946586661","https://openalex.org/W2955760803","https://openalex.org/W4281986793","https://openalex.org/W4285805509"],"related_works":["https://openalex.org/W4302819359","https://openalex.org/W4300803591","https://openalex.org/W4238890272","https://openalex.org/W4210880521","https://openalex.org/W3204955359","https://openalex.org/W2941114593","https://openalex.org/W2769538987","https://openalex.org/W2769220156","https://openalex.org/W2009796757","https://openalex.org/W1485837041"],"abstract_inverted_index":{"We":[0],"compare":[1],"the":[2,28,31,36,57],"performances":[3],"of":[4,7,61],"one":[5],"implementation":[6,22,65],"CMA-ES":[8],"(pycma":[9],"version":[10,60],"3.3.0)":[11],"for":[12,47],"optimizing":[13],"functions":[14],"with":[15,68],"both":[16],"continuous":[17],"and":[18],"integer":[19,32,71],"variables.":[20],"The":[21],"incorporates":[23],"a":[24,45],"lower":[25],"bound":[26],"on":[27,50],"variance":[29],"along":[30],"coordinates":[33],"to":[34],"keep":[35],"optimization":[37],"from":[38],"stalling.":[39],"This":[40],"benchmark":[41],"will":[42],"serve":[43],"as":[44],"baseline":[46],"further":[48],"works":[49],"pycma.":[51,62],"Results":[52],"show":[53],"substantial":[54],"improvement":[55],"since":[56],"last":[58],"benchmarked":[59],"Also":[63],"this":[64],"is":[66],"competitive":[67],"other":[69],"mixed":[70],"algorithms.":[72]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4385221884","counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-01-09T06:20:53.011481","created_date":"2023-07-25"}