{"id":"https://openalex.org/W2027893135","doi":"https://doi.org/10.1002/scj.4690271007","title":"StGA: An application of a genetic algorithm to stochastic learning automata","display_name":"StGA: An application of a genetic algorithm to stochastic learning automata","publication_year":1996,"publication_date":"1996-01-01","ids":{"openalex":"https://openalex.org/W2027893135","doi":"https://doi.org/10.1002/scj.4690271007","mag":"2027893135"},"language":"en","primary_location":{"id":"doi:10.1002/scj.4690271007","is_oa":false,"landing_page_url":"https://doi.org/10.1002/scj.4690271007","pdf_url":null,"source":{"id":"https://openalex.org/S58208175","display_name":"Systems and Computers in Japan","issn_l":"0882-1666","issn":["0882-1666","1520-684X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems and Computers in Japan","raw_type":"journal-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/A5056350652","display_name":"Masaharu Munetomi","orcid":null},"institutions":[{"id":"https://openalex.org/I159165171","display_name":"Hokkaido Information University","ror":"https://ror.org/00nyxpe17","country_code":"JP","type":"education","lineage":["https://openalex.org/I159165171"]},{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]},{"id":"https://openalex.org/I4387930200","display_name":"Information Processing Society of Japan","ror":"https://ror.org/02v970d04","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4387930200"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaharu Munetomi","raw_affiliation_strings":["Division of System and Information Engineering, Graduate School of Engineering, Hokkaido University, N13W8, Kita-ku, Sapporo, Japan 060","Masahsru Munetomo is currently a Research Associate of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include parallel and distributed processing, evolutionary computations, and machine learning. He received his B. Eng. degree in Electrical Engineering in 1991, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1993 and 19% from Hokkaido University. He is a member of Information Processing Society of Japan (IPS); IEEE; and ACM","Masahsru Munetomo: is currently a Research Associate of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include parallel and distributed processing, evolutionary computations, and machine learning. He received his B. Eng. degree in Electrical Engineering in 1991, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1993 and 19% from Hokkaido University. He is a member of Information Processing Society of Japan (IPS); IEEE; and ACM","Masahsru Munetomo:  is currently a Research Associate of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include parallel and distributed processing, evolutionary computations, and machine learning. He received his B. Eng. degree in Electrical Engineering in 1991, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1993 and 19% from Hokkaido University. He is a member of Information Processing Society of Japan (IPS)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of System and Information Engineering, Graduate School of Engineering, Hokkaido University, N13W8, Kita-ku, Sapporo, Japan 060","institution_ids":["https://openalex.org/I205349734"]},{"raw_affiliation_string":"Masahsru Munetomo is currently a Research Associate of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include parallel and distributed processing, evolutionary computations, and machine learning. He received his B. Eng. degree in Electrical Engineering in 1991, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1993 and 19% from Hokkaido University. He is a member of Information Processing Society of Japan (IPS); IEEE; and ACM","institution_ids":["https://openalex.org/I159165171"]},{"raw_affiliation_string":"Masahsru Munetomo: is currently a Research Associate of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include parallel and distributed processing, evolutionary computations, and machine learning. He received his B. Eng. degree in Electrical Engineering in 1991, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1993 and 19% from Hokkaido University. He is a member of Information Processing Society of Japan (IPS); IEEE; and ACM","institution_ids":["https://openalex.org/I159165171"]},{"raw_affiliation_string":"Masahsru Munetomo:  is currently a Research Associate of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include parallel and distributed processing, evolutionary computations, and machine learning. He received his B. Eng. degree in Electrical Engineering in 1991, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1993 and 19% from Hokkaido University. He is a member of Information Processing Society of Japan (IPS)","institution_ids":["https://openalex.org/I205349734","https://openalex.org/I4387930200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103067572","display_name":"Yoshiaki Takai","orcid":"https://orcid.org/0000-0002-9678-0499"},"institutions":[{"id":"https://openalex.org/I163793406","display_name":"Health Sciences University of Hokkaido","ror":"https://ror.org/04tqcn816","country_code":"JP","type":"education","lineage":["https://openalex.org/I163793406"]},{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]},{"id":"https://openalex.org/I36253440","display_name":"IEEE Computer Society","ror":"https://ror.org/05nxk6n24","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I36253440"]},{"id":"https://openalex.org/I4210092329","display_name":"Institute of Electronics, Information and Communication Engineers","ror":"https://ror.org/00e1wd906","country_code":"JP","type":"nonprofit","lineage":["https://openalex.org/I4210092329"]},{"id":"https://openalex.org/I4387930200","display_name":"Information Processing Society of Japan","ror":"https://ror.org/02v970d04","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4387930200"]}],"countries":["JP","US"],"is_corresponding":false,"raw_author_name":"Yoshiaki Takai","raw_affiliation_strings":["Computing Center, Hokkaido University, N11W5, Kita-ku, Sapporo, Japan 060","Yoshiaki Takai is currently an Associate Professor in the Division of Research and Development, Computing Center, Hokkaido University. From 1988 to 1989, he was a Research Associate of Faculty of Science, the University of Tokyo. He joined with Faculty of Engineering, Hokkaido University from 1990 to 1994. His research interests include parallel processing, computer architecture, cellular automata, neuro-computation, and computer graphics applications. He received his B. Eng. degree in Electronic Engineering in 1983, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1985 and 1988 from Tohoku University. He is a member of Information Processing Society of Japan (IPS); the Institute of Electronics, Information and Communication Engineers in Japan (IEICE); and IEEE Computer Society","Yoshiaki Takai: is currently an Associate Professor in the Division of Research and Development, Computing Center, Hokkaido University. From 1988 to 1989, he was a Research Associate of Faculty of Science, the University of Tokyo. He joined with Faculty of Engineering, Hokkaido University from 1990 to 1994. His research interests include parallel processing, computer architecture, cellular automata, neuro-computation, and computer graphics applications. He received his B. Eng. degree in Electronic Engineering in 1983, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1985 and 1988 from Tohoku University. He is a member of Information Processing Society of Japan (IPS); the Institute of Electronics, Information and Communication Engineers in Japan (IEICE); and IEEE Computer Society","IEEE Computer Society","Yoshiaki Takai:  is currently an Associate Professor in the Division of Research and Development, Computing Center, Hokkaido University. From 1988 to 1989, he was a Research Associate of Faculty of Science, the University of Tokyo. He joined with Faculty of Engineering, Hokkaido University from 1990 to 1994. His research interests include parallel processing, computer architecture, cellular automata, neuro-computation, and computer graphics applications. He received his B. Eng. degree in Electronic Engineering in 1983, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1985 and 1988 from Tohoku University. He is a member of Information Processing Society of Japan (IPS)","the Institute of Electronics, Information and Communication Engineers in Japan (IEICE)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing Center, Hokkaido University, N11W5, Kita-ku, Sapporo, Japan 060","institution_ids":["https://openalex.org/I205349734"]},{"raw_affiliation_string":"Yoshiaki Takai is currently an Associate Professor in the Division of Research and Development, Computing Center, Hokkaido University. From 1988 to 1989, he was a Research Associate of Faculty of Science, the University of Tokyo. He joined with Faculty of Engineering, Hokkaido University from 1990 to 1994. His research interests include parallel processing, computer architecture, cellular automata, neuro-computation, and computer graphics applications. He received his B. Eng. degree in Electronic Engineering in 1983, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1985 and 1988 from Tohoku University. He is a member of Information Processing Society of Japan (IPS); the Institute of Electronics, Information and Communication Engineers in Japan (IEICE); and IEEE Computer Society","institution_ids":["https://openalex.org/I163793406"]},{"raw_affiliation_string":"Yoshiaki Takai: is currently an Associate Professor in the Division of Research and Development, Computing Center, Hokkaido University. From 1988 to 1989, he was a Research Associate of Faculty of Science, the University of Tokyo. He joined with Faculty of Engineering, Hokkaido University from 1990 to 1994. His research interests include parallel processing, computer architecture, cellular automata, neuro-computation, and computer graphics applications. He received his B. Eng. degree in Electronic Engineering in 1983, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1985 and 1988 from Tohoku University. He is a member of Information Processing Society of Japan (IPS); the Institute of Electronics, Information and Communication Engineers in Japan (IEICE); and IEEE Computer Society","institution_ids":["https://openalex.org/I163793406"]},{"raw_affiliation_string":"IEEE Computer Society","institution_ids":["https://openalex.org/I36253440"]},{"raw_affiliation_string":"Yoshiaki Takai:  is currently an Associate Professor in the Division of Research and Development, Computing Center, Hokkaido University. From 1988 to 1989, he was a Research Associate of Faculty of Science, the University of Tokyo. He joined with Faculty of Engineering, Hokkaido University from 1990 to 1994. His research interests include parallel processing, computer architecture, cellular automata, neuro-computation, and computer graphics applications. He received his B. Eng. degree in Electronic Engineering in 1983, and his M. Eng. and Dr. of Eng. degrees in Information Engineering in 1985 and 1988 from Tohoku University. He is a member of Information Processing Society of Japan (IPS)","institution_ids":["https://openalex.org/I205349734","https://openalex.org/I4387930200"]},{"raw_affiliation_string":"the Institute of Electronics, Information and Communication Engineers in Japan (IEICE)","institution_ids":["https://openalex.org/I4210092329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071960562","display_name":"Yoshiharu Sato","orcid":"https://orcid.org/0000-0002-9984-7468"},"institutions":[{"id":"https://openalex.org/I143622237","display_name":"American Statistical Association","ror":"https://ror.org/02fzxed89","country_code":"US","type":"other","lineage":["https://openalex.org/I143622237"]},{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]},{"id":"https://openalex.org/I4210109427","display_name":"The Japanese Society of Gastroenterological Surgery","ror":"https://ror.org/021fq8s19","country_code":"JP","type":"other","lineage":["https://openalex.org/I4210109427"]},{"id":"https://openalex.org/I47282705","display_name":"China Classification Society","ror":"https://ror.org/059s6j071","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I47282705"]}],"countries":["CN","JP","US"],"is_corresponding":false,"raw_author_name":"Yoshiharu Sato","raw_affiliation_strings":["Computing Center, Hokkaido University, N11W5, Kita-ku, Sapporo, Japan 060","Yoehiharu Sato is currently a Professor of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include multidimensional data analysis, multivariate analysis, and neural networks. He received his Dr. of Eng. degree in Information Engineering in 1982 from Hokkaido University. He is a member of International Association Statistical Computation (IASC); American Statistical Association (ASA); Classification society of North America (CSNA); Institution of Biometric Society (IBS); and Japanese society of Computational Statistics (JSCS)","Yoehiharu Sato: is currently a Professor of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include multidimensional data analysis, multivariate analysis, and neural networks. He received his Dr. of Eng. degree in Information Engineering in 1982 from Hokkaido University. He is a member of International Association Statistical Computation (IASC); American Statistical Association (ASA); Classification society of North America (CSNA); Institution of Biometric Society (IBS); and Japanese society of Computational Statistics (JSCS)","American Statistical Association (ASA)","Classification society of North America (CSNA)","Institution of Biometric Society (IBS)","Japanese society of Computational Statistics (JSCS)","Yoehiharu Sato:  is currently a Professor of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include multidimensional data analysis, multivariate analysis, and neural networks. He received his Dr. of Eng. degree in Information Engineering in 1982 from Hokkaido University. He is a member of International Association Statistical Computation (IASC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing Center, Hokkaido University, N11W5, Kita-ku, Sapporo, Japan 060","institution_ids":["https://openalex.org/I205349734"]},{"raw_affiliation_string":"Yoehiharu Sato is currently a Professor of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include multidimensional data analysis, multivariate analysis, and neural networks. He received his Dr. of Eng. degree in Information Engineering in 1982 from Hokkaido University. He is a member of International Association Statistical Computation (IASC); American Statistical Association (ASA); Classification society of North America (CSNA); Institution of Biometric Society (IBS); and Japanese society of Computational Statistics (JSCS)","institution_ids":["https://openalex.org/I143622237"]},{"raw_affiliation_string":"Yoehiharu Sato: is currently a Professor of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include multidimensional data analysis, multivariate analysis, and neural networks. He received his Dr. of Eng. degree in Information Engineering in 1982 from Hokkaido University. He is a member of International Association Statistical Computation (IASC); American Statistical Association (ASA); Classification society of North America (CSNA); Institution of Biometric Society (IBS); and Japanese society of Computational Statistics (JSCS)","institution_ids":["https://openalex.org/I143622237"]},{"raw_affiliation_string":"American Statistical Association (ASA)","institution_ids":["https://openalex.org/I143622237"]},{"raw_affiliation_string":"Classification society of North America (CSNA)","institution_ids":["https://openalex.org/I47282705"]},{"raw_affiliation_string":"Institution of Biometric Society (IBS)","institution_ids":[]},{"raw_affiliation_string":"Japanese society of Computational Statistics (JSCS)","institution_ids":["https://openalex.org/I4210109427"]},{"raw_affiliation_string":"Yoehiharu Sato:  is currently a Professor of Information and Data Analysis, Graduate School of Engineering, Hokkaido University. His research interests include multidimensional data analysis, multivariate analysis, and neural networks. He received his Dr. of Eng. degree in Information Engineering in 1982 from Hokkaido University. He is a member of International Association Statistical Computation (IASC)","institution_ids":["https://openalex.org/I205349734"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.19020904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"27","issue":"10","first_page":"68","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12288","display_name":"Optimization and Search Problems","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11182","display_name":"Auction Theory and Applications","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9283999800682068,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-automata","display_name":"Learning automata","score":0.8215065002441406},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6991099715232849},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6719241738319397},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6594753861427307},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.50514155626297},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5047050714492798},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.4994969367980957},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.42816150188446045},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39116767048835754},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38264167308807373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3471222519874573},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2838471233844757},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24541565775871277}],"concepts":[{"id":"https://openalex.org/C2776807809","wikidata":"https://www.wikidata.org/wiki/Q6510160","display_name":"Learning automata","level":3,"score":0.8215065002441406},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6991099715232849},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6719241738319397},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6594753861427307},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.50514155626297},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5047050714492798},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.4994969367980957},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.42816150188446045},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39116767048835754},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38264167308807373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3471222519874573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2838471233844757},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24541565775871277},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/scj.4690271007","is_oa":false,"landing_page_url":"https://doi.org/10.1002/scj.4690271007","pdf_url":null,"source":{"id":"https://openalex.org/S58208175","display_name":"Systems and Computers in Japan","issn_l":"0882-1666","issn":["0882-1666","1520-684X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems and Computers in Japan","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1492417045","https://openalex.org/W1497256448","https://openalex.org/W2013149234","https://openalex.org/W2064018461","https://openalex.org/W2151676833","https://openalex.org/W2162232298","https://openalex.org/W2325535142","https://openalex.org/W3023540311","https://openalex.org/W4247766113"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2288872327","https://openalex.org/W2489338148","https://openalex.org/W2124961391","https://openalex.org/W576785828","https://openalex.org/W2097931012","https://openalex.org/W4388511637","https://openalex.org/W2074131991","https://openalex.org/W345505079","https://openalex.org/W2733919410"],"abstract_inverted_index":{"Abstract":[0],"Reinforcement":[1],"learning":[2,7,25,50,61,82,129],"algorithms":[3],"such":[4],"as":[5],"stochastic":[6,22,65,81,128],"automata":[8,26,83],"are":[9,87],"used":[10],"to":[11,57,89,97],"increase":[12],"the":[13,29,107,120,127,135,138],"probability":[14],"that":[15,52],"an":[16,124],"action":[17],"will":[18],"succeed":[19],"in":[20,95],"a":[21,38,47,54,64,70,90,100,113,143],"environment.":[23],"Stochastic":[24],"generally":[27],"have":[28,37],"property":[30],"of":[31,41,73,80,92,103,119,126,137,146],"extremely":[32],"slow":[33],"convergence":[34,118],"when":[35,140],"they":[36],"large":[39,144],"number":[40,72],"feasible":[42,77,101,147],"actions.":[43,148],"This":[44,60],"paper":[45],"presents":[46],"novel":[48],"reinforcement":[49],"algorithm":[51,56,67],"employs":[53],"genetic":[55,66,85],"accelerate":[58],"convergence.":[59],"algorithm,":[62],"called":[63],"(StGA)":[68],"samples":[69],"small":[71],"actions":[74,94,104],"among":[75],"all":[76],"ones.":[78,109],"Procedures":[79],"and":[84,105],"operations":[86],"applied":[88],"set":[91],"sampled":[93],"order":[96],"search":[98],"effectively":[99],"space":[102,145],"find":[106],"best":[108],"Through":[110],"theoretical":[111],"investigations,":[112],"proof":[114],"is":[115,142],"given":[116],"on":[117],"StGA":[121,139],"by":[122],"using":[123],"\u03b5\u2010optimality":[125],"automata.":[130],"Moreover,":[131],"empirical":[132],"simulations":[133],"demonstrate":[134],"effectiveness":[136],"there":[141]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}