{"id":"https://openalex.org/W4210490585","doi":"https://doi.org/10.3103/s0146411621070208","title":"The \u201cOne-Fifth Rule\u201d with Rollbacks for Self-Adjustment of the Population Size in the (1 + (\u03bb, \u03bb)) Genetic Algorithm","display_name":"The \u201cOne-Fifth Rule\u201d with Rollbacks for Self-Adjustment of the Population Size in the (1 + (\u03bb, \u03bb)) Genetic Algorithm","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4210490585","doi":"https://doi.org/10.3103/s0146411621070208"},"language":"en","primary_location":{"id":"doi:10.3103/s0146411621070208","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411621070208","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","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/A5045056202","display_name":"Anton Bassin","orcid":"https://orcid.org/0000-0002-6697-6714"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"A. O. Bassin","raw_affiliation_strings":["ITMO University, 197101, St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0000-0002-6697-6714","affiliations":[{"raw_affiliation_string":"ITMO University, 197101, St. Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062797646","display_name":"Maxim Buzdalov","orcid":"https://orcid.org/0000-0002-7120-8824"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"M. V. Buzdalov","raw_affiliation_strings":["ITMO University, 197101, St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0000-0002-7120-8824","affiliations":[{"raw_affiliation_string":"ITMO University, 197101, St. Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000959052","display_name":"Anatoly Shalyto","orcid":"https://orcid.org/0000-0002-2723-2077"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. A. Shalyto","raw_affiliation_strings":["ITMO University, 197101, St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0000-0002-2723-2077","affiliations":[{"raw_affiliation_string":"ITMO University, 197101, St. Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045056202"],"corresponding_institution_ids":["https://openalex.org/I173089394"],"apc_list":null,"apc_paid":null,"fwci":0.42,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71186855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"55","issue":"7","first_page":"885","last_page":"902"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9997000098228455,"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":0.9991000294685364,"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/computer-science","display_name":"Computer science","score":0.6578035950660706},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5998109579086304},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5900882482528687},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.562096893787384},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5381451845169067},{"id":"https://openalex.org/keywords/boolean-satisfiability-problem","display_name":"Boolean satisfiability problem","score":0.4775443971157074},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.41982215642929077},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3881092369556427},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29117530584335327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24489063024520874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13330501317977905}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6578035950660706},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5998109579086304},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5900882482528687},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.562096893787384},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5381451845169067},{"id":"https://openalex.org/C6943359","wikidata":"https://www.wikidata.org/wiki/Q875276","display_name":"Boolean satisfiability problem","level":2,"score":0.4775443971157074},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.41982215642929077},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3881092369556427},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29117530584335327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24489063024520874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13330501317977905},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3103/s0146411621070208","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411621070208","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","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":79,"referenced_works":["https://openalex.org/W60686164","https://openalex.org/W71699671","https://openalex.org/W139482607","https://openalex.org/W158810944","https://openalex.org/W410348790","https://openalex.org/W1497256448","https://openalex.org/W1514875444","https://openalex.org/W1553838525","https://openalex.org/W1576818901","https://openalex.org/W1593495653","https://openalex.org/W1595159159","https://openalex.org/W1605768620","https://openalex.org/W1652620451","https://openalex.org/W1831438485","https://openalex.org/W1853269716","https://openalex.org/W1971237725","https://openalex.org/W1971309542","https://openalex.org/W1971660317","https://openalex.org/W1975700758","https://openalex.org/W1976192759","https://openalex.org/W1976924458","https://openalex.org/W1981734705","https://openalex.org/W2000394108","https://openalex.org/W2004527902","https://openalex.org/W2011039300","https://openalex.org/W2015342392","https://openalex.org/W2020949682","https://openalex.org/W2021740844","https://openalex.org/W2024060531","https://openalex.org/W2024083105","https://openalex.org/W2028569720","https://openalex.org/W2081488245","https://openalex.org/W2087132596","https://openalex.org/W2094976166","https://openalex.org/W2109364787","https://openalex.org/W2112036188","https://openalex.org/W2131705732","https://openalex.org/W2141119792","https://openalex.org/W2144051602","https://openalex.org/W2146879413","https://openalex.org/W2154929945","https://openalex.org/W2168011627","https://openalex.org/W2244590352","https://openalex.org/W2317988951","https://openalex.org/W2343683370","https://openalex.org/W2422098725","https://openalex.org/W2435116535","https://openalex.org/W2477922369","https://openalex.org/W2496050832","https://openalex.org/W2514942760","https://openalex.org/W2543580944","https://openalex.org/W2571197648","https://openalex.org/W2587757466","https://openalex.org/W2605939683","https://openalex.org/W2612561370","https://openalex.org/W2722833847","https://openalex.org/W2733048881","https://openalex.org/W2742595244","https://openalex.org/W2771247213","https://openalex.org/W2875338278","https://openalex.org/W2888223476","https://openalex.org/W2897728985","https://openalex.org/W2901199996","https://openalex.org/W2935958147","https://openalex.org/W2944203555","https://openalex.org/W2944632103","https://openalex.org/W2950680102","https://openalex.org/W2955659663","https://openalex.org/W2977885047","https://openalex.org/W2978580874","https://openalex.org/W2982660454","https://openalex.org/W3020224230","https://openalex.org/W3036638230","https://openalex.org/W3038200489","https://openalex.org/W3102457802","https://openalex.org/W3105115774","https://openalex.org/W3106217397","https://openalex.org/W4240139199","https://openalex.org/W4288282775"],"related_works":["https://openalex.org/W1571518467","https://openalex.org/W87991986","https://openalex.org/W2020291234","https://openalex.org/W2094520212","https://openalex.org/W2149877711","https://openalex.org/W3200129594","https://openalex.org/W2346752270","https://openalex.org/W2961151660","https://openalex.org/W4384024154","https://openalex.org/W2015197460"],"abstract_inverted_index":{"Self-adjustment":[0],"of":[1,8,24,79],"parameters":[2],"can":[3,53],"significantly":[4],"improve":[5],"the":[6,15,25,31,36,45,48,56,63,66,80,91,94,97],"performance":[7,57,92],"evolutionary":[9],"algorithms.":[10],"A":[11],"notable":[12],"example":[13],"is":[14,62,100],"(1":[16],"+":[17],"(\u03bb,":[18],"\u03bb))":[19],"genetic":[20],"algorithm,":[21],"where":[22,96],"adaptation":[23],"population":[26],"size":[27],"helps":[28],"to":[29,55,85],"achieve":[30],"linear":[32,109,117],"running":[33],"time":[34],"on":[35,40,69,90,111,116,125],"OneMax":[37],"problem.":[38],"However,":[39],"problems":[41,70],"which":[42],"interfere":[43],"with":[44,65,71,119],"assumptions":[46],"behind":[47],"self-adjustment":[49],"procedure,":[50],"its":[51],"usage":[52],"lead":[54],"degradation.":[58],"In":[59],"particular,":[60],"this":[61],"case":[64],"\u201cone-fifth":[67,81],"rule\u201d":[68,82],"weak":[72],"fitness-distance":[73],"correlation.":[74],"We":[75],"propose":[76],"a":[77,107],"modification":[78],"in":[83,93],"order":[84],"have":[86],"less":[87],"negative":[88],"impact":[89],"cases":[95],"original":[98],"rule":[99],"destructive.":[101],"Our":[102],"modification,":[103],"while":[104],"still":[105],"yielding":[106],"provable":[108],"runtime":[110],"OneMax,":[112],"shows":[113],"better":[114],"results":[115],"functions":[118],"random":[120,126],"weights,":[121],"as":[122,124],"well":[123],"satisfiable":[127],"MAX-3SAT":[128],"problems.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}