{"id":"https://openalex.org/W4404915748","doi":"https://doi.org/10.1109/scisisis61014.2024.10760174","title":"Probabilistic Model Building Evolutionary Algorithm Using the Same Type and Size of Model for Any Binary Optimization Problems","display_name":"Probabilistic Model Building Evolutionary Algorithm Using the Same Type and Size of Model for Any Binary Optimization Problems","publication_year":2024,"publication_date":"2024-11-09","ids":{"openalex":"https://openalex.org/W4404915748","doi":"https://doi.org/10.1109/scisisis61014.2024.10760174"},"language":"en","primary_location":{"id":"doi:10.1109/scisisis61014.2024.10760174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scisisis61014.2024.10760174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&amp;amp;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":null,"display_name":"Atushi Kishimoto","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":"Atushi Kishimoto","raw_affiliation_strings":["Graduate School of Computer Science and Systems Engineering, Kyushu Institute of Technology,Fukuoka,Japan,820\u20138502"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Computer Science and Systems Engineering, Kyushu Institute of Technology,Fukuoka,Japan,820\u20138502","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 Systems Engineering, Kyushu Institute of Technology,Fukuoka,Japan,820\u20138502"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Computer Science and Systems Engineering, Kyushu Institute of Technology,Fukuoka,Japan,820\u20138502","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":0.18701874,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"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":0.4205000102519989,"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":0.4205000102519989,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.4196000099182129,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/probabilistic-logic","display_name":"Probabilistic logic","score":0.7276666164398193},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.6227871179580688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6210311055183411},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5395523905754089},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.515614926815033},{"id":"https://openalex.org/keywords/probabilistic-analysis-of-algorithms","display_name":"Probabilistic analysis of algorithms","score":0.41461318731307983},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35809326171875},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2632690668106079},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23214387893676758}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7276666164398193},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.6227871179580688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6210311055183411},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5395523905754089},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.515614926815033},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.41461318731307983},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35809326171875},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2632690668106079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23214387893676758},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scisisis61014.2024.10760174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scisisis61014.2024.10760174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&amp;amp;ISIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W180048076","https://openalex.org/W1486536565","https://openalex.org/W1493794784","https://openalex.org/W1576786106","https://openalex.org/W2004557594","https://openalex.org/W2026686574","https://openalex.org/W2050215344","https://openalex.org/W2064771449","https://openalex.org/W2107941094","https://openalex.org/W2152195021","https://openalex.org/W2170539222","https://openalex.org/W2488789499","https://openalex.org/W6628910292","https://openalex.org/W6631989446","https://openalex.org/W6632443444","https://openalex.org/W6636959194"],"related_works":["https://openalex.org/W830096938","https://openalex.org/W2109606716","https://openalex.org/W2030292806","https://openalex.org/W2189202191","https://openalex.org/W2177346860","https://openalex.org/W2145856894","https://openalex.org/W1603360336","https://openalex.org/W2903940728","https://openalex.org/W2494523064","https://openalex.org/W2943623134"],"abstract_inverted_index":{"We":[0],"propose":[1],"<tex":[2],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[3],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$a$</tex>":[4],"new":[5,75],"probabilistic":[6,19,71,91],"model":[7,20,72,92],"building":[8],"evolutionary":[9],"algorithm":[10],"that":[11,188],"uses":[12],"the":[13,48,51,66,80,85,88,95,108,122,132,157,164,168,173,177,192,196,199,203,211,222],"same":[14,123,178,204],"type":[15],"and":[16,41,100],"size":[17,124,224],"of":[18,53,62,94,107,125,167,183,195,210,213],"for":[21,36,73,151,217],"any":[22,37,117,136],"binary":[23,34,38,118,137,153],"optimization":[24,39,119,129,138,154],"problems.":[25,184],"The":[26,90,104,185],"proposed":[27,67,109,133,158,169,174,200],"method":[28,68,110,134,150,159,175,201],"represents":[29],"a":[30,33,43,70,141,148,207],"population":[31,49],"as":[32,156],"matrix":[35,54,86],"problems":[40,120,139,155],"solves":[42],"given":[44],"problem":[45,223],"by":[46],"transforming":[47],"in":[50,140],"form":[52],"to":[55,84,112,115,121,176,221],"better":[56],"one":[57],"with":[58,160,202],"512":[59,81,96],"production":[60,82,98,127],"rules":[61,83,99],"cellular":[63],"automaton.":[64],"Concretely,":[65],"builds":[69],"generating":[74],"solution":[76],"candidates":[77],"while":[78],"applying":[79],"representing":[87],"population.":[89],"consists":[93],"inverse":[97],"their":[101],"application":[102],"probabilities.":[103],"strong":[105],"point":[106],"is":[111],"be":[113],"able":[114],"transform":[116],"512-bit":[126],"rule":[128],"problem.":[130],"Since":[131],"treats":[135],"unified":[142],"manner,":[143],"we":[144,171],"can":[145],"easily":[146],"explore":[147],"robust":[149],"various":[152],"particular":[161],"configurations.":[162],"As":[163],"first":[165],"evaluation":[166],"method,":[170],"apply":[172],"kind":[179],"but":[180],"different":[181],"sizes":[182],"results":[186],"show":[187],"depending":[189],"strongly":[190],"on":[191],"bit":[193],"patterns":[194],"global":[197],"optima,":[198],"configurations":[205],"realizes":[206],"good":[208],"scalability":[209],"number":[212],"function":[214],"evaluations":[215],"required":[216],"obtaining":[218],"near":[219],"optimum":[220],"growth.":[225]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
