{"id":"https://openalex.org/W2460602621","doi":"https://doi.org/10.1109/eais.2016.7502503","title":"A stochastic adaptive genetic algorithm for solving unconstrained multimodal numerical problems","display_name":"A stochastic adaptive genetic algorithm for solving unconstrained multimodal numerical problems","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2460602621","doi":"https://doi.org/10.1109/eais.2016.7502503","mag":"2460602621"},"language":"en","primary_location":{"id":"doi:10.1109/eais.2016.7502503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2016.7502503","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","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/A5022231428","display_name":"Egidio Carvalho","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148707","display_name":"Universidade Estadual do Maranh\u00e3o","ror":"https://ror.org/04ja5n907","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210148707"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Egidio Carvalho","raw_affiliation_strings":["Universidade Estadual do Maranhao, Sao Luis, MA, BR"],"affiliations":[{"raw_affiliation_string":"Universidade Estadual do Maranhao, Sao Luis, MA, BR","institution_ids":["https://openalex.org/I4210148707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077485474","display_name":"Omar Andr\u00e9s Carmona Cortes","orcid":"https://orcid.org/0000-0002-5805-2490"},"institutions":[{"id":"https://openalex.org/I4210147816","display_name":"Instituto Federal do Maranh\u00e3o","ror":"https://ror.org/05rm1p636","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147816"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Omar Andres Carmona Cortes","raw_affiliation_strings":["Informatics Department, Instituto Federal do Maranh\u00e3o, S\u00e3o Luis, MA, Brazil"],"affiliations":[{"raw_affiliation_string":"Informatics Department, Instituto Federal do Maranh\u00e3o, S\u00e3o Luis, MA, Brazil","institution_ids":["https://openalex.org/I4210147816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026308053","display_name":"Jo\u00e3o Pedro Augusto Costa","orcid":"https://orcid.org/0000-0002-9177-2043"},"institutions":[{"id":"https://openalex.org/I4210147816","display_name":"Instituto Federal do Maranh\u00e3o","ror":"https://ror.org/05rm1p636","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147816"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joao Pedro Costa","raw_affiliation_strings":["Instituto Federal de Educacao Ciencia e Tecnologia do Maranhao, Sao Luis, MA, BR"],"affiliations":[{"raw_affiliation_string":"Instituto Federal de Educacao Ciencia e Tecnologia do Maranhao, Sao Luis, MA, BR","institution_ids":["https://openalex.org/I4210147816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002127338","display_name":"Andrew Rau\u2010Chaplin","orcid":"https://orcid.org/0000-0003-3046-3906"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andrew Rau-Chaplin","raw_affiliation_strings":["Dalhousie University Faculty of Medicine, Halifax, NS, CA"],"affiliations":[{"raw_affiliation_string":"Dalhousie University Faculty of Medicine, Halifax, NS, CA","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022231428"],"corresponding_institution_ids":["https://openalex.org/I4210148707"],"apc_list":null,"apc_paid":null,"fwci":0.2466,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.56559378,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"31","issue":null,"first_page":"130","last_page":"137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11222","display_name":"Magnetic Properties and Applications","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11222","display_name":"Magnetic Properties and Applications","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10998","display_name":"Heat Transfer and Optimization","score":0.9595000147819519,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/crossover","display_name":"Crossover","score":0.9160112142562866},{"id":"https://openalex.org/keywords/arithmetic-function","display_name":"Arithmetic function","score":0.7989255785942078},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6076988577842712},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6031216979026794},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5501351356506348},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.5235321521759033},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.481847882270813},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4371241331100464},{"id":"https://openalex.org/keywords/adaptive-mutation","display_name":"Adaptive mutation","score":0.4316660761833191},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35192224383354187},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2228580117225647},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.06751441955566406}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.9160112142562866},{"id":"https://openalex.org/C112343008","wikidata":"https://www.wikidata.org/wiki/Q140744","display_name":"Arithmetic function","level":2,"score":0.7989255785942078},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6076988577842712},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6031216979026794},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5501351356506348},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.5235321521759033},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.481847882270813},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4371241331100464},{"id":"https://openalex.org/C192122231","wikidata":"https://www.wikidata.org/wiki/Q4680754","display_name":"Adaptive mutation","level":3,"score":0.4316660761833191},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35192224383354187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2228580117225647},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.06751441955566406},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eais.2016.7502503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2016.7502503","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W309161333","https://openalex.org/W1542266893","https://openalex.org/W1747686667","https://openalex.org/W1765898577","https://openalex.org/W2043348582","https://openalex.org/W2081848533","https://openalex.org/W2142183404","https://openalex.org/W2153750707","https://openalex.org/W2797598069","https://openalex.org/W2963096379","https://openalex.org/W4300886904","https://openalex.org/W4301949137"],"related_works":["https://openalex.org/W2993471286","https://openalex.org/W2014162767","https://openalex.org/W2155753975","https://openalex.org/W2115729582","https://openalex.org/W1535132062","https://openalex.org/W765698016","https://openalex.org/W2138289358","https://openalex.org/W4293324557","https://openalex.org/W3040576868","https://openalex.org/W1794403496"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,69],"investigate":[4],"an":[5,121],"adaptive":[6,75,122],"genetic":[7],"algorithm":[8,49,76,108,123],"which":[9],"will":[10],"be":[11],"able":[12],"to":[13,125],"identify":[14],"the":[15,48,58,62,66,74,80,84,94,97,103,107,111,114,118,130],"best":[16],"combination":[17],"of":[18,83,99,106,113,120],"crossover":[19,30],"and":[20,36,38,44,65],"mutation":[21,40],"operators":[22,92,101],"in":[23,57,72,102],"execution":[24],"time.":[25],"The":[26],"adaptation":[27],"involves":[28],"four":[29],"methods":[31],"(simple,":[32],"arithmetical,":[33],"non-uniform":[34,43],"arithmetical":[35],"linear)":[37],"three":[39],"mechanism":[41],"(uniform,":[42],"creep).":[45],"We":[46],"validate":[47],"using":[50,61],"some":[51,91],"multimodal":[52],"benchmarks":[53],"function":[54],"well":[55],"known":[56],"literature.":[59],"Furthermore,":[60],"ANOVA":[63],"method":[64],"Tukey":[67],"test":[68],"proved":[70],"that,":[71],"general,":[73],"works":[77],"better":[78],"than":[79,129],"static":[81],"choice":[82],"operators.":[85],"Results":[86],"show":[87],"that":[88],"even":[89],"though":[90],"dominate":[93],"other":[95,100,131],"ones,":[96],"use":[98,119],"earlier":[104],"stages":[105],"can":[109],"affect":[110],"quality":[112],"solutions":[115,127],"positively.":[116],"Moreover,":[117],"tends":[124],"evolve":[126],"faster":[128],"ones.":[132]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}