{"id":"https://openalex.org/W2923487529","doi":"https://doi.org/10.1145/3321707.3321780","title":"On inversely proportional hypermutations with mutation potential","display_name":"On inversely proportional hypermutations with mutation potential","publication_year":2019,"publication_date":"2019-07-03","ids":{"openalex":"https://openalex.org/W2923487529","doi":"https://doi.org/10.1145/3321707.3321780","mag":"2923487529"},"language":"en","primary_location":{"id":"doi:10.1145/3321707.3321780","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3321707.3321780","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":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1903.11674","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035663364","display_name":"Do\u011fan \u00c7\u00f6r\u00fc\u015f","orcid":"https://orcid.org/0000-0003-4151-2734"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dogan Corus","raw_affiliation_strings":["University of Sheffield, Sheffield","University of Sheffield#N#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sheffield, Sheffield","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"University of Sheffield#N#","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063001475","display_name":"Pietro S. Oliveto","orcid":"https://orcid.org/0000-0001-8164-6767"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pietro S. Oliveto","raw_affiliation_strings":["University of Sheffield, Sheffield","University of Sheffield#N#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sheffield, Sheffield","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"University of Sheffield#N#","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017987185","display_name":"D. Yazdani","orcid":"https://orcid.org/0000-0003-2151-0547"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Donya Yazdani","raw_affiliation_strings":["University of Sheffield, Sheffield","University of Sheffield#N#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sheffield, Sheffield","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"University of Sheffield#N#","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":0.4906,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52489893,"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":"215","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10031","display_name":"T-cell and B-cell Immunology","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11020","display_name":"Immune Cell Function and Interaction","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6296095848083496},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.6202364563941956},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.6190022230148315},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.5798261165618896},{"id":"https://openalex.org/keywords/exponential-growth","display_name":"Exponential growth","score":0.560339093208313},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.5037564635276794},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4493924081325531},{"id":"https://openalex.org/keywords/exponent","display_name":"Exponent","score":0.41622674465179443},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.39735525846481323},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.37809842824935913},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37738582491874695},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.33281612396240234},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3075050413608551},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.1900569200515747},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14259785413742065},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.0783214271068573}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6296095848083496},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.6202364563941956},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.6190022230148315},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.5798261165618896},{"id":"https://openalex.org/C75235859","wikidata":"https://www.wikidata.org/wiki/Q582659","display_name":"Exponential growth","level":2,"score":0.560339093208313},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.5037564635276794},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4493924081325531},{"id":"https://openalex.org/C2780388253","wikidata":"https://www.wikidata.org/wiki/Q5421508","display_name":"Exponent","level":2,"score":0.41622674465179443},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.39735525846481323},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.37809842824935913},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37738582491874695},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.33281612396240234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3075050413608551},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.1900569200515747},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14259785413742065},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0783214271068573},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3321707.3321780","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3321707.3321780","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:eprints.whiterose.ac.uk:144389","is_oa":false,"landing_page_url":"http://eprints.whiterose.ac.uk/144389/1/1903.11674v1.pdf","pdf_url":"http://eprints.whiterose.ac.uk/144389/1/1903.11674v1.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Proceedings Paper"},{"id":"pmh:oai:arXiv.org:1903.11674","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1903.11674","pdf_url":"https://arxiv.org/pdf/1903.11674","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2923487529","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1903.11674","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1903.11674","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1903.11674","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1903.11674","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1903.11674","pdf_url":"https://arxiv.org/pdf/1903.11674","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2972198855","display_name":"Rigorous Runtime Analysis of Bio-Inspired Computing","funder_award_id":"EP/M004252/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8501742012","display_name":null,"funder_award_id":"EP/M004252/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W29164706","https://openalex.org/W46084241","https://openalex.org/W1513454391","https://openalex.org/W1550894544","https://openalex.org/W1980263698","https://openalex.org/W2005462790","https://openalex.org/W2029536164","https://openalex.org/W2043084955","https://openalex.org/W2080695884","https://openalex.org/W2082931571","https://openalex.org/W2087605480","https://openalex.org/W2097097696","https://openalex.org/W2100356383","https://openalex.org/W2164934768","https://openalex.org/W2165220807","https://openalex.org/W2243243769","https://openalex.org/W2604999742","https://openalex.org/W2725382342","https://openalex.org/W2751862591","https://openalex.org/W2786699503","https://openalex.org/W2806660998","https://openalex.org/W2884481886","https://openalex.org/W2964050387","https://openalex.org/W2964348335"],"related_works":["https://openalex.org/W2964050387","https://openalex.org/W3083329625","https://openalex.org/W2795672554","https://openalex.org/W2725382342","https://openalex.org/W2953072731","https://openalex.org/W3138721826","https://openalex.org/W2606677068","https://openalex.org/W2794813087","https://openalex.org/W2545442863","https://openalex.org/W2905447450","https://openalex.org/W3194144547","https://openalex.org/W1793635223","https://openalex.org/W2327018390","https://openalex.org/W2070225758","https://openalex.org/W2097097696","https://openalex.org/W3153089261","https://openalex.org/W2923219017","https://openalex.org/W3018223820","https://openalex.org/W2887735318"],"abstract_inverted_index":{"Artificial":[0],"Immune":[1],"Systems":[2],"(AIS)":[3],"employing":[4],"hypermutations":[5,95,121],"with":[6,57,156,172],"linear":[7],"static":[8,173],"mutation":[9,61,174],"potential":[10,68,175],"have":[11],"recently":[12],"been":[13],"shown":[14],"to":[15,38,72,75,80,112],"be":[16,55],"very":[17],"effective":[18],"at":[19,27],"escaping":[20,166],"local":[21,168,187],"optima":[22,169],"of":[23,30,108,117],"combinatorial":[24],"optimisation":[25],"problems":[26],"the":[28,34,51,67,73,76,81,114,118,126,153,183,186],"expense":[29],"being":[31],"slower":[32],"during":[33],"exploitation":[35,52],"phase":[36,53],"compared":[37],"standard":[39],"evolutionary":[40],"algorithms.":[41],"In":[42],"this":[43,109],"paper,":[44],"we":[45,86,150],"prove":[46,132,151],"that":[47,66,92,133,152],"considerable":[48],"speed-ups":[49,139],"in":[50,83,182],"may":[54],"achieved":[56],"dynamic":[58],"inversely":[59,71,119],"proportional":[60,120],"potentials":[62],"(IPM)":[63],"and":[64,96,123,137,188],"argue":[65],"should":[69],"decrease":[70],"distance":[74,184],"optimum":[77],"rather":[78],"than":[79],"difference":[82],"fitness.":[84],"Afterwards,":[85],"define":[87],"a":[88,142,160],"simple":[89],"(1+1)":[90,154],"Opt-IA":[91,155,171],"uses":[93],"IPM":[94,157],"ageing":[97],"for":[98,141],"realistic":[99],"applications":[100],"where":[101],"optimal":[102],"solutions":[103],"are":[104],"unknown.":[105],"The":[106],"aim":[107],"AIS":[110],"is":[111,129],"approximate":[113],"ideal":[115],"behaviour":[116,136],"better":[122,124],"as":[125],"search":[127],"space":[128],"explored.":[130],"We":[131],"such":[134],"desired":[135],"related":[138],"occur":[140],"well-studied":[143],"bimodal":[144],"benchmark":[145],"function":[146],"called":[147],"TwoMax.":[148],"Furthermore,":[149],"efficiently":[158],"optimises":[159],"second":[161],"multimodal":[162],"function,":[163],"Cliff,":[164],"by":[165],"its":[167],"while":[170],"cannot,":[176],"thus":[177],"requires":[178],"exponential":[179],"expected":[180],"runtime":[181],"between":[185],"global":[189],"optima.":[190]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
