{"id":"https://openalex.org/W2033352834","doi":"https://doi.org/10.1145/2739480.2754738","title":"Population Size vs. Mutation Strength for the (1+\u03bb) EA on OneMax","display_name":"Population Size vs. Mutation Strength for the (1+\u03bb) EA on OneMax","publication_year":2015,"publication_date":"2015-07-07","ids":{"openalex":"https://openalex.org/W2033352834","doi":"https://doi.org/10.1145/2739480.2754738","mag":"2033352834"},"language":"en","primary_location":{"id":"doi:10.1145/2739480.2754738","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754738","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation","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/A5052255838","display_name":"Christian Gie\u00dfen","orcid":null},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Christian Gie\u00dfen","raw_affiliation_strings":["Technical University of Denmark, Lyngby, Denmark","Technical University of Denmark,,,Lyngby,,Denmark"],"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Technical University of Denmark,,,Lyngby,,Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038689623","display_name":"Carsten Witt","orcid":"https://orcid.org/0000-0002-6105-7700"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Carsten Witt","raw_affiliation_strings":["Technical University of Denmark, Lyngby, Denmark","Technical University of Denmark,,,Lyngby,,Denmark"],"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Technical University of Denmark,,,Lyngby,,Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052255838"],"corresponding_institution_ids":["https://openalex.org/I96673099"],"apc_list":null,"apc_paid":null,"fwci":7.1172,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.9695568,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1439","last_page":"1446"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9871000051498413,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9871000051498413,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12162","display_name":"Cellular Automata and Applications","score":0.9836000204086304,"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/mutation","display_name":"Mutation","score":0.6017149090766907},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5316475033760071},{"id":"https://openalex.org/keywords/population-size","display_name":"Population size","score":0.4340032637119293},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.37773388624191284},{"id":"https://openalex.org/keywords/evolutionary-biology","display_name":"Evolutionary biology","score":0.3381654918193817},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3242734670639038},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.3153703808784485},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.18251490592956543},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.08389756083488464}],"concepts":[{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.6017149090766907},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5316475033760071},{"id":"https://openalex.org/C169733012","wikidata":"https://www.wikidata.org/wiki/Q1613416","display_name":"Population size","level":3,"score":0.4340032637119293},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.37773388624191284},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.3381654918193817},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3242734670639038},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.3153703808784485},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.18251490592956543},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.08389756083488464},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2739480.2754738","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754738","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/33f07b39-1ee4-46e4-97f7-0c6bb8ff8dd0","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/33f07b39-1ee4-46e4-97f7-0c6bb8ff8dd0","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Gie\u00dfen , C &amp; Witt , C 2015 , Population Size vs. Mutation Strength for the (1+\u03bb) EA on OneMax . in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '15) . Association for Computing Machinery , pp. 1439-1446 , 2015 Genetic and Evolutionary Computation Conference , Madrid , Spain , 11/07/2015 . https://doi.org/10.1145/2739480.2754738","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G6705057767","display_name":null,"funder_award_id":"4002-00542","funder_id":"https://openalex.org/F4320310485","funder_display_name":"Natur og Univers, Det Frie Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320310485","display_name":"Natur og Univers, Det Frie Forskningsr\u00e5d","ror":"https://ror.org/03ge1nb22"},{"id":"https://openalex.org/F4320322928","display_name":"Danmarks Frie Forskningsfond","ror":"https://ror.org/02sptwz63"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1596384364","https://openalex.org/W1605768620","https://openalex.org/W1632066424","https://openalex.org/W1645523878","https://openalex.org/W1793635223","https://openalex.org/W1843453084","https://openalex.org/W1970025632","https://openalex.org/W1970101133","https://openalex.org/W1981303977","https://openalex.org/W1984555915","https://openalex.org/W2015766439","https://openalex.org/W2045438907","https://openalex.org/W2053222431","https://openalex.org/W2061734933","https://openalex.org/W2061751517","https://openalex.org/W2080872763","https://openalex.org/W2080956517","https://openalex.org/W2100137329","https://openalex.org/W2102044362","https://openalex.org/W2287495828","https://openalex.org/W2499441210","https://openalex.org/W3100597221","https://openalex.org/W3122779104"],"related_works":["https://openalex.org/W2419262046","https://openalex.org/W2068394981","https://openalex.org/W2766913433","https://openalex.org/W2146849562","https://openalex.org/W2104942376","https://openalex.org/W180148789","https://openalex.org/W2028961943","https://openalex.org/W2802289011","https://openalex.org/W2171128139","https://openalex.org/W4256531691"],"abstract_inverted_index":{"The":[0],"(1+1)":[1],"EA":[2],"with":[3],"mutation":[4,48,78],"probability":[5,49,79],"c/n,":[6],"where":[7],"c>0":[8],"is":[9,13,24,44,60,70,81,94],"an":[10],"arbitrary":[11],"constant,":[12],"studied":[14],"for":[15,64],"the":[16,45,61,76,84,89],"classical":[17],"OneMax":[18],"function.":[19],"Its":[20],"expected":[21,90],"optimization":[22],"time":[23],"analyzed":[25],"exactly":[26],"(up":[27,95],"to":[28,96],"lower":[29,97],"order":[30,98],"terms)":[31,99],"as":[32],"a":[33],"function":[34],"of":[35,92,101,104],"c":[36],"and":[37],"\u03bb.":[38],"It":[39],"turns":[40],"out":[41],"that":[42],"1/n":[43,80],"only":[46,85],"optimal":[47,86],"if":[50,68],"\u03bb=o(ln":[51],"n":[52],"ln":[53,54,56,57],"n/ln":[55],"n),":[58],"which":[59],"cut-off":[62,73],"point":[63,74],"linear":[65],"mnspeed-up.":[66],"However,":[67],"\u03bb":[69],"above":[71],"this":[72],"then":[75],"standard":[77],"no":[82],"longer":[83],"choice.":[87],"Instead,":[88],"number":[91],"generations":[93],"independent":[100],"c,":[102],"irrespectively":[103],"it":[105],"being":[106],"less":[107],"than":[108],"1":[109],"or":[110],"greater.":[111]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":9}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
