{"id":"https://openalex.org/W3122124534","doi":"https://doi.org/10.1109/scisisis50064.2020.9322703","title":"An Evolutionary Algorithm Inspired by Evolution of Birdsong Grammars to Quickly Obtain Practical Solutions to Large-scaled Problems","display_name":"An Evolutionary Algorithm Inspired by Evolution of Birdsong Grammars to Quickly Obtain Practical Solutions to Large-scaled Problems","publication_year":2020,"publication_date":"2020-12-05","ids":{"openalex":"https://openalex.org/W3122124534","doi":"https://doi.org/10.1109/scisisis50064.2020.9322703","mag":"3122124534"},"language":"en","primary_location":{"id":"doi:10.1109/scisisis50064.2020.9322703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scisisis50064.2020.9322703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems (SCIS-ISIS)","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/A5081015277","display_name":"Naomichi Tabata","orcid":null},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naomichi Tabata","raw_affiliation_strings":["Graduate School of Computer Science and System Engineering, Kyushu Institute of Technology, Iizuka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Computer Science and System Engineering, Kyushu Institute of Technology, Iizuka, Japan","institution_ids":["https://openalex.org/I207014233"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102967261","display_name":"Kei Ohnishi","orcid":"https://orcid.org/0000-0001-7965-4135"},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kei Ohnishi","raw_affiliation_strings":["Graduate School of Computer Science and System Engineering, Kyushu Institute of Technology, Iizuka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Computer Science and System Engineering, Kyushu Institute of Technology, Iizuka, Japan","institution_ids":["https://openalex.org/I207014233"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19456441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","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/T11975","display_name":"Evolutionary Algorithms and Applications","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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994000196456909,"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":0.9987999796867371,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7200298309326172},{"id":"https://openalex.org/keywords/rule-based-machine-translation","display_name":"Rule-based machine translation","score":0.6737660765647888},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6425047516822815},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6365106701850891},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.49436092376708984},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.44246968626976013},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.42492157220840454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2434486448764801}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7200298309326172},{"id":"https://openalex.org/C53893814","wikidata":"https://www.wikidata.org/wiki/Q7378909","display_name":"Rule-based machine translation","level":2,"score":0.6737660765647888},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6425047516822815},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6365106701850891},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.49436092376708984},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.44246968626976013},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.42492157220840454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2434486448764801},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scisisis50064.2020.9322703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scisisis50064.2020.9322703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems (SCIS-ISIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W165295313","https://openalex.org/W2145502778","https://openalex.org/W2485092703","https://openalex.org/W2501377588","https://openalex.org/W3023540311","https://openalex.org/W4388351848","https://openalex.org/W6857274277"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W3041827036","https://openalex.org/W1993493607","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928"],"abstract_inverted_index":{"We":[0],"propose":[1],"an":[2],"evolutionary":[3],"algorithm":[4,13,63,78,136],"inspired":[5],"by":[6],"evolution":[7],"of":[8,103,144],"birdsong":[9],"grammars.":[10,58],"The":[11,24,72],"proposed":[12],"is":[14,32,44,125,133],"designed":[15],"to":[16,21,33,45,47,64,80,118,138],"quickly":[17,31,81],"obtain":[18],"practical":[19,29,116],"solutions":[20,30,117],"large-scaled":[22,66,97,119],"problems.":[23],"main":[25],"mechanism":[26],"for":[27,96],"obtaining":[28],"represent":[34],"solution":[35,83],"candidates":[36,84],"in":[37],"a":[38,65,100,140],"compact":[39],"way":[40],"using":[41,57],"grammars,":[42],"that":[43,76,115,128],"say,":[46],"make":[48],"the":[49,54,62,77,104,130,135,145],"search":[50],"space":[51],"smaller":[52],"than":[53],"original":[55],"one":[56],"Also,":[59],"we":[60],"apply":[61],"OneMax":[67],"problem":[68,131],"and":[69,89],"its":[70],"variants.":[71],"simulation":[73],"results":[74],"show":[75],"tends":[79,137],"produce":[82,139],"with":[85,90],"simple":[86],"bit":[87,101,142],"patterns":[88],"not":[91],"so":[92],"bad":[93],"fitness":[94],"values":[95],"problems":[98,120],"as":[99,114],"pattern":[102,143],"global":[105,146],"optimum":[106],"becomes":[107],"more":[108],"random.":[109],"That":[110],"can":[111],"be":[112],"considered":[113],"are":[121],"obtained":[122],"quickly.":[123],"It":[124],"also":[126],"shown":[127],"when":[129],"size":[132],"smaller,":[134],"precise":[141],"optimum.":[147]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
