{"id":"https://openalex.org/W2035435834","doi":"https://doi.org/10.1109/ukci.2014.6930175","title":"Adaptive mutation in dynamic environments","display_name":"Adaptive mutation in dynamic environments","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W2035435834","doi":"https://doi.org/10.1109/ukci.2014.6930175","mag":"2035435834"},"language":"en","primary_location":{"id":"doi:10.1109/ukci.2014.6930175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ukci.2014.6930175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 14th UK Workshop on Computational Intelligence (UKCI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5058156288","display_name":"Chigozirim J. Uzor","orcid":null},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chigozirim J. Uzor","raw_affiliation_strings":["Centre for Computational Intelligence, De Montfort University, Leicester, United Kingdom","Centre for Computational Intelligence De Montfort University, Leicester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Computational Intelligence, De Montfort University, Leicester, United Kingdom","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Centre for Computational Intelligence De Montfort University, Leicester, United Kingdom","institution_ids":["https://openalex.org/I66943878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011417507","display_name":"Mario G\u00f3ngora","orcid":"https://orcid.org/0000-0002-7135-2092"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mario Gongora","raw_affiliation_strings":["Centre for Computational Intelligence, De Montfort University, Leicester, United Kingdom","Centre for Computational Intelligence De Montfort University, Leicester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Computational Intelligence, De Montfort University, Leicester, United Kingdom","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Centre for Computational Intelligence De Montfort University, Leicester, United Kingdom","institution_ids":["https://openalex.org/I66943878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039225823","display_name":"Simon Coupland","orcid":null},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Simon Coupland","raw_affiliation_strings":["Centre for Computational Intelligence, De Montfort University, Leicester, United Kingdom","Centre for Computational Intelligence De Montfort University, Leicester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Computational Intelligence, De Montfort University, Leicester, United Kingdom","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Centre for Computational Intelligence De Montfort University, Leicester, United Kingdom","institution_ids":["https://openalex.org/I66943878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067934725","display_name":"Benjamin N. Passow","orcid":null},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Benjamin N. Passow","raw_affiliation_strings":["Centre for Computational Intelligence, De Montfort University, Leicester, United Kingdom","DIGITS and CCI, De Montfort University, Leicester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Computational Intelligence, De Montfort University, Leicester, United Kingdom","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"DIGITS and CCI, De Montfort University, Leicester, United Kingdom","institution_ids":["https://openalex.org/I66943878"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I66943878"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9995999932289124,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.7824335098266602},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6878077387809753},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6377215385437012},{"id":"https://openalex.org/keywords/adaptive-mutation","display_name":"Adaptive mutation","score":0.6159973740577698},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6065942645072937},{"id":"https://openalex.org/keywords/mutation-rate","display_name":"Mutation rate","score":0.5737352967262268},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.48911362886428833},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.48808276653289795},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4753184914588928},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41454121470451355},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30317163467407227},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22278288006782532},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13342523574829102}],"concepts":[{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.7824335098266602},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6878077387809753},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6377215385437012},{"id":"https://openalex.org/C192122231","wikidata":"https://www.wikidata.org/wiki/Q4680754","display_name":"Adaptive mutation","level":3,"score":0.6159973740577698},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6065942645072937},{"id":"https://openalex.org/C98638677","wikidata":"https://www.wikidata.org/wiki/Q2067051","display_name":"Mutation rate","level":3,"score":0.5737352967262268},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.48911362886428833},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.48808276653289795},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4753184914588928},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41454121470451355},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30317163467407227},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22278288006782532},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13342523574829102},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ukci.2014.6930175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ukci.2014.6930175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 14th UK Workshop on Computational Intelligence (UKCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W326774659","https://openalex.org/W1479911746","https://openalex.org/W1487733693","https://openalex.org/W1520966704","https://openalex.org/W1540706608","https://openalex.org/W1965603173","https://openalex.org/W1966393966","https://openalex.org/W2048659102","https://openalex.org/W2076721313","https://openalex.org/W2082310572","https://openalex.org/W2102510699","https://openalex.org/W2104345002","https://openalex.org/W2115246998","https://openalex.org/W2137130066","https://openalex.org/W2147585405","https://openalex.org/W2148379945","https://openalex.org/W2150259190","https://openalex.org/W2150738401","https://openalex.org/W2170539222","https://openalex.org/W2949344610","https://openalex.org/W3154803405","https://openalex.org/W6629110135","https://openalex.org/W6677385850","https://openalex.org/W6685104253"],"related_works":["https://openalex.org/W2147614814","https://openalex.org/W4298400984","https://openalex.org/W2952766097","https://openalex.org/W2240855958","https://openalex.org/W4231831369","https://openalex.org/W2136281516","https://openalex.org/W4311471794","https://openalex.org/W2889090963","https://openalex.org/W2945403926","https://openalex.org/W4238875423"],"abstract_inverted_index":{"The":[0,121],"interest":[1],"in":[2,6,68,141],"nature":[3],"inspired":[4],"optimization":[5,55,74],"dynamic":[7,26,54,73,142],"environments":[8,143],"has":[9,63,132],"been":[10,45],"increasing":[11],"constantly":[12],"over":[13,47],"the":[14,48,60,72,79,102,107,117,126,136,139,146,149,154,157],"past":[15,49],"years.":[16],"This":[17,86],"trend":[18],"implies":[19],"that":[20,78,125,145],"many":[21],"real":[22],"world":[23],"problems":[24,75],"experience":[25],"changes":[27],"and":[28,92,128,144],"it":[29],"is":[30,113],"important":[31],"to":[32,65,116],"develop":[33],"an":[34,133],"efficient":[35],"algorithm":[36,99],"capable":[37],"of":[38,71,104,119,138,148,156],"tackling":[39],"these":[40,58],"problems.":[41,56],"Several":[42],"techniques":[43],"have":[44],"developed":[46],"two":[50],"decades":[51],"for":[52,96],"solving":[53,69],"Among":[57],"techniques,":[59],"hypermutation":[61],"scheme":[62,95,131,151],"proved":[64],"be":[66,82],"beneficial":[67],"some":[70],"but":[76],"requires":[77],"mutation":[80,91,108,111,127],"factors":[81],"picked":[83],"a":[84,89],"priori.":[85],"paper":[87],"investigates":[88],"new":[90],"change":[93,105,129],"detection":[94,130],"compact":[97],"genetic":[98],"(cGA),":[100],"where":[101],"degree":[103,118],"regulates":[106],"rate":[109,112],"(i.e.":[110],"directly":[114],"proportional":[115],"change).":[120],"experimental":[122],"results":[123],"shows":[124],"impact":[134],"on":[135,153],"performance":[137],"cGA":[140],"effect":[147],"proposed":[150],"depends":[152],"dynamics":[155],"environment.":[158]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}