{"id":"https://openalex.org/W4403534938","doi":"https://doi.org/10.1109/tevc.2024.3478825","title":"Nearest-Better Network for Fitness Landscape Analysis of Continuous Optimization Problems","display_name":"Nearest-Better Network for Fitness Landscape Analysis of Continuous Optimization Problems","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4403534938","doi":"https://doi.org/10.1109/tevc.2024.3478825"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2024.3478825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3478825","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","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/A5042440018","display_name":"Yiya Diao","orcid":"https://orcid.org/0000-0002-1685-7469"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yiya Diao","raw_affiliation_strings":["School of Automation, the Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, and the Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, China University of Geosciences, Wuhan, China","School of Automation, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, the Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, and the Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Automation, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102840769","display_name":"Changhe Li","orcid":"https://orcid.org/0000-0001-9222-0702"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changhe Li","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University of Sciences and Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University of Sciences and Technology, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045036894","display_name":"Sanyou Zeng","orcid":"https://orcid.org/0000-0002-0795-9092"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sanyou Zeng","raw_affiliation_strings":["School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040583251","display_name":"Shengxiang Yang","orcid":"https://orcid.org/0000-0001-7222-4917"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shengxiang Yang","raw_affiliation_strings":["School of Computer Science and Informatics, De Montfort University, Leicester, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, De Montfort University, Leicester, U.K","institution_ids":["https://openalex.org/I66943878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085548317","display_name":"Carlos A. Coello Coello","orcid":"https://orcid.org/0000-0002-8435-680X"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos A. Coello Coello","raw_affiliation_strings":["Department of Computer Science, CINVESTAV-IPN, Mexico, Ciudad de M&#x00E9;xico, Mexico","CINVESTAV-IPN, Department of Computer Science, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, CINVESTAV-IPN, Mexico, Ciudad de M&#x00E9;xico, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"CINVESTAV-IPN, Department of Computer Science, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042440018"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":null,"apc_paid":null,"fwci":0.5306,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66099317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"29","issue":"5","first_page":"2089","last_page":"2103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.41760000586509705,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.41760000586509705,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.3962000012397766,"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/T10799","display_name":"Data Visualization and Analytics","score":0.3880999982357025,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.5895841121673584},{"id":"https://openalex.org/keywords/fitness-landscape","display_name":"Fitness landscape","score":0.5648107528686523},{"id":"https://openalex.org/keywords/fitness-approximation","display_name":"Fitness approximation","score":0.4388417899608612},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43669337034225464},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4236631691455841},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4042908549308777},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.3957566022872925},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.274006187915802},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26273059844970703},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.17131653428077698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5895841121673584},{"id":"https://openalex.org/C91852762","wikidata":"https://www.wikidata.org/wiki/Q3307742","display_name":"Fitness landscape","level":3,"score":0.5648107528686523},{"id":"https://openalex.org/C148392497","wikidata":"https://www.wikidata.org/wiki/Q16250539","display_name":"Fitness approximation","level":4,"score":0.4388417899608612},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43669337034225464},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4236631691455841},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4042908549308777},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.3957566022872925},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.274006187915802},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26273059844970703},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.17131653428077698},{"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/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2024.3478825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3478825","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G4130702159","display_name":null,"funder_award_id":"62076226","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W89896583","https://openalex.org/W568507430","https://openalex.org/W1500139807","https://openalex.org/W1508767046","https://openalex.org/W1518235814","https://openalex.org/W1551050343","https://openalex.org/W1561739560","https://openalex.org/W1601232100","https://openalex.org/W1972278817","https://openalex.org/W2040672105","https://openalex.org/W2044400415","https://openalex.org/W2063966510","https://openalex.org/W2084224084","https://openalex.org/W2095199595","https://openalex.org/W2095314857","https://openalex.org/W2098701176","https://openalex.org/W2100791493","https://openalex.org/W2105273080","https://openalex.org/W2116495883","https://openalex.org/W2150337126","https://openalex.org/W2165558283","https://openalex.org/W2199863354","https://openalex.org/W2215853505","https://openalex.org/W2288872632","https://openalex.org/W2618079578","https://openalex.org/W2800494726","https://openalex.org/W2808007481","https://openalex.org/W2959993166","https://openalex.org/W2973142703","https://openalex.org/W3011054152","https://openalex.org/W3123511746","https://openalex.org/W3162702846","https://openalex.org/W3177834336","https://openalex.org/W3192803761","https://openalex.org/W4207063358","https://openalex.org/W4283717172","https://openalex.org/W4385188758"],"related_works":["https://openalex.org/W2036107212","https://openalex.org/W2164084664","https://openalex.org/W1591022951","https://openalex.org/W2159937791","https://openalex.org/W2138958036","https://openalex.org/W1634842376","https://openalex.org/W1594431409","https://openalex.org/W2652238734","https://openalex.org/W1995118269","https://openalex.org/W2735058035"],"abstract_inverted_index":{"Fitness":[0],"landscape":[1,33,104],"analysis":[2],"(FLA)":[3],"is":[4],"quite":[5],"important":[6],"in":[7,108,128],"evolutionary":[8],"computation.":[9],"In":[10],"this":[11],"article,":[12],"we":[13],"propose":[14,51],"a":[15,56,122],"novel":[16],"FLA":[17,71],"method,":[18],"the":[19,25,30,68,73,82,102,114,117,132,135],"nearest-better":[20,26],"network":[21],"(NBN),":[22],"which":[23],"uses":[24],"relationship":[27],"to":[28,43,67],"simplify":[29],"original":[31],"fitness":[32,103],"of":[34,95,101,113,116,124,134],"continuous":[35,47],"optimization":[36],"problems.":[37,48],"We":[38,49],"introduce":[39],"an":[40],"efficient":[41],"algorithm":[42],"calculate":[44],"NBN":[45,110,119,137],"for":[46],"also":[50,120],"four":[52,74,83],"numerical":[53,75],"measurements":[54,76],"and":[55,92,98],"3-D":[57,109,136],"visualization":[58],"method":[59],"based":[60],"on":[61],"NBN.":[62],"Experiments":[63],"show":[64],"that":[65],"compared":[66],"other":[69],"main":[70],"methods,":[72],"proposed":[77],"here":[78],"can":[79,105],"effectively":[80],"measure":[81],"intended":[84],"features:":[85],"1)":[86],"neutrality;":[87],"2)":[88],"ruggedness;":[89],"3)":[90],"modality;":[91],"4)":[93],"Basin":[94],"Attraction,":[96],"respectively,":[97],"common":[99],"features":[100],"be":[106],"maintained":[107],"visualization,":[111],"regardless":[112],"scale":[115],"problem.":[118],"provides":[121],"view":[123],"how":[125],"algorithms":[126],"search":[127],"high-dimensional":[129],"problems":[130],"with":[131],"help":[133],"visualization.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
