{"id":"https://openalex.org/W4285805285","doi":"https://doi.org/10.1145/3520304.3534007","title":"Towards landscape-aware parameter tuning for the (1 + ( <i>\u03bb, \u03bb</i> )) genetic algorithm for permutations","display_name":"Towards landscape-aware parameter tuning for the (1 + ( <i>\u03bb, \u03bb</i> )) genetic algorithm for permutations","publication_year":2022,"publication_date":"2022-07-09","ids":{"openalex":"https://openalex.org/W4285805285","doi":"https://doi.org/10.1145/3520304.3534007"},"language":"en","primary_location":{"id":"doi:10.1145/3520304.3534007","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3520304.3534007","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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/A5044590241","display_name":"A. V. Smirnov","orcid":"https://orcid.org/0000-0002-2696-8592"},"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":"Aleksandr Smirnov","raw_affiliation_strings":["ITMO University, Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066007291","display_name":"Vladimir Mironovich","orcid":"https://orcid.org/0000-0003-2406-9718"},"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":"Vladimir Mironovich","raw_affiliation_strings":["ITMO University, Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044590241"],"corresponding_institution_ids":["https://openalex.org/I173089394"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05095885,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2326","last_page":"2329"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994999766349792,"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":0.9976000189781189,"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/fitness-landscape","display_name":"Fitness landscape","score":0.8045947551727295},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7678161859512329},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.625429630279541},{"id":"https://openalex.org/keywords/string","display_name":"String (physics)","score":0.5559949278831482},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.49890756607055664},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4960821568965912},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.4737556576728821},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.47217196226119995},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4619681239128113},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.42838823795318604},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42182159423828125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32891646027565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32589274644851685},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2566693127155304}],"concepts":[{"id":"https://openalex.org/C91852762","wikidata":"https://www.wikidata.org/wiki/Q3307742","display_name":"Fitness landscape","level":3,"score":0.8045947551727295},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7678161859512329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.625429630279541},{"id":"https://openalex.org/C157486923","wikidata":"https://www.wikidata.org/wiki/Q1376436","display_name":"String (physics)","level":2,"score":0.5559949278831482},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.49890756607055664},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4960821568965912},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4737556576728821},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.47217196226119995},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4619681239128113},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.42838823795318604},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42182159423828125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32891646027565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32589274644851685},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2566693127155304},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3520304.3534007","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3520304.3534007","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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/W60686164","https://openalex.org/W1971237725","https://openalex.org/W2021027064","https://openalex.org/W2081488245","https://openalex.org/W2110459044","https://openalex.org/W2119980860","https://openalex.org/W2127143521","https://openalex.org/W2132366653","https://openalex.org/W2141119792","https://openalex.org/W2150337126","https://openalex.org/W2324402390","https://openalex.org/W2481431776","https://openalex.org/W2831155699","https://openalex.org/W2937279181","https://openalex.org/W2957322520","https://openalex.org/W2959500001","https://openalex.org/W3017025702","https://openalex.org/W3100705839","https://openalex.org/W3179581280","https://openalex.org/W4234274482"],"related_works":["https://openalex.org/W2127932252","https://openalex.org/W2068310053","https://openalex.org/W2396968767","https://openalex.org/W3174049743","https://openalex.org/W4229568052","https://openalex.org/W4206311796","https://openalex.org/W2558521785","https://openalex.org/W2768478912","https://openalex.org/W2885360390","https://openalex.org/W2154837134"],"abstract_inverted_index":{"The":[0],"choice":[1],"of":[2,9,20],"parameter":[3,14,38,59],"values":[4],"greatly":[5],"affects":[6],"the":[7,21,69],"performance":[8,70],"evolutionary":[10],"algorithms.":[11],"Many":[12],"current":[13],"tuning":[15,39],"approaches":[16],"require":[17],"multiple":[18],"runs":[19],"tuned":[22],"algorithm,":[23],"which":[24,46],"makes":[25],"it":[26],"hard":[27],"to":[28,37,54,82],"use":[29],"them":[30],"in":[31],"budget-constrained":[32],"environments.":[33],"Recently,":[34],"an":[35],"approach":[36,66],"on":[40,57,73],"binary":[41],"string":[42],"problems":[43,76],"was":[44],"proposed,":[45],"uses":[47],"machine":[48],"learning":[49],"and":[50],"fitness":[51,79],"landscape":[52,80],"analysis":[53],"transfer":[55],"knowledge":[56],"good":[58],"choices":[60],"between":[61],"similar":[62],"problem":[63,90],"instances.":[64],"This":[65],"allows":[67],"using":[68],"data":[71],"obtained":[72],"simple":[74],"benchmark":[75],"with":[77],"different":[78],"features":[81],"quickly":[83],"choose":[84],"suitable":[85],"parameters":[86],"for":[87],"a":[88],"given":[89],"instance.":[91]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}