{"id":"https://openalex.org/W4401414895","doi":"https://doi.org/10.1109/cec60901.2024.10611897","title":"Novel Genotypic Diversity Metrics for Real-Coded Optimization on Multi-Modal Problems","display_name":"Novel Genotypic Diversity Metrics for Real-Coded Optimization on Multi-Modal Problems","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401414895","doi":"https://doi.org/10.1109/cec60901.2024.10611897"},"language":"en","primary_location":{"id":"doi:10.1109/cec60901.2024.10611897","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10611897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","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/A5075321710","display_name":"Alexandre Mascarenhas","orcid":"https://orcid.org/0009-0002-9884-0720"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Alexandre Mascarenhas","raw_affiliation_strings":["University of Tsukuba,Dept. of Computer Science,Tsukuba,Japan"],"affiliations":[{"raw_affiliation_string":"University of Tsukuba,Dept. of Computer Science,Tsukuba,Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103237742","display_name":"Yuta Kobayashi","orcid":"https://orcid.org/0000-0001-5274-8932"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuta Kobayashi","raw_affiliation_strings":["University of Tsukuba,Dept. of Computer Science,Tsukuba,Japan"],"affiliations":[{"raw_affiliation_string":"University of Tsukuba,Dept. of Computer Science,Tsukuba,Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047785995","display_name":"Claus Aranha","orcid":"https://orcid.org/0000-0003-1390-7536"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Claus Aranha","raw_affiliation_strings":["University of Tsukuba,Dept. of Computer Science,Tsukuba,Japan"],"affiliations":[{"raw_affiliation_string":"University of Tsukuba,Dept. of Computer Science,Tsukuba,Japan","institution_ids":["https://openalex.org/I146399215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075321710"],"corresponding_institution_ids":["https://openalex.org/I146399215"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10590244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9977999925613403,"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/modal","display_name":"Modal","score":0.7380437850952148},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6131754517555237},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.6028274297714233},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.05484265089035034}],"concepts":[{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.7380437850952148},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6131754517555237},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.6028274297714233},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.05484265089035034},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","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/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec60901.2024.10611897","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10611897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","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":20,"referenced_works":["https://openalex.org/W1570180898","https://openalex.org/W1589038126","https://openalex.org/W1595159159","https://openalex.org/W1605224640","https://openalex.org/W1608919060","https://openalex.org/W1836400055","https://openalex.org/W1943645742","https://openalex.org/W2005103253","https://openalex.org/W2034513222","https://openalex.org/W2092433168","https://openalex.org/W2107262494","https://openalex.org/W2109042184","https://openalex.org/W2137130066","https://openalex.org/W2148458253","https://openalex.org/W2152195021","https://openalex.org/W2923639984","https://openalex.org/W2938111495","https://openalex.org/W4297805834","https://openalex.org/W6623150956","https://openalex.org/W6676279030"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"This":[0,51],"paper":[1],"presents":[2],"two":[3,21,38],"new":[4],"Genotypic":[5],"Diversity":[6,32],"Metrics":[7],"(GDMs)":[8],"for":[9,131],"estimating":[10],"the":[11,25,42,46,49,64,84,97,105,117,122,128],"diversity":[12,58],"of":[13,36,45,66,96,119],"populations":[14],"in":[15,48,56,69,109,121],"real-coded,":[16],"multi-modal":[17,71],"optimization":[18,135],"problems.":[19],"The":[20,34,73],"techniques":[22],"introduced":[23],"are":[24,76],"Minimum":[26],"Individual":[27],"Distance":[28,99],"(DMID)":[29],"and":[30,87,113,133],"Radius":[31],"(DRaD).":[33],"design":[35],"these":[37],"metrics":[39,75,107],"focuses":[40],"on":[41,78],"relative":[43],"position":[44],"solutions":[47],"population.":[50],"choice":[52],"addresses":[53],"problems":[54],"observed":[55],"traditional":[57],"measures":[59],"regarding":[60],"their":[61],"behavior":[62],"as":[63,116],"number":[65,118],"optima":[67,120],"increases":[68],"a":[70,110],"problem.":[72],"proposed":[74,106],"evaluated":[77],"four":[79],"different":[80],"experiments,":[81],"which":[82],"investigate":[83],"metrics'":[85,129],"theoretical":[86],"practical":[88],"properties.":[89],"Experimental":[90],"results":[91,126],"reveal":[92],"several":[93],"abnormal":[94],"behaviors":[95],"Pairwise":[98],"Metric":[100],"(Dpw),":[101],"while":[102],"showing":[103],"that":[104],"perform":[108],"more":[111],"stable":[112],"intuitive":[114],"way":[115],"problem":[123],"increases.":[124],"These":[125],"recommend":[127],"use":[130],"developing":[132],"evaluating":[134],"meta-heuristics":[136]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}