{"id":"https://openalex.org/W1593627733","doi":"https://doi.org/10.1109/cec.2003.1299587","title":"Fitness distance correlation in genetic programming: a constructive counterexample","display_name":"Fitness distance correlation in genetic programming: a constructive counterexample","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W1593627733","doi":"https://doi.org/10.1109/cec.2003.1299587","mag":"1593627733"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2003.1299587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2003.1299587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2003 Congress on Evolutionary Computation, 2003. CEC '03.","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/A5056916227","display_name":"Leonardo Vanneschi","orcid":"https://orcid.org/0000-0003-4732-3328"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"L. Vanneschi","raw_affiliation_strings":["Comput. Sci. Inst., Lausanne Univ., Switzerland","Computer Scicnce Institute, University of Lausanne, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Comput. Sci. Inst., Lausanne Univ., Switzerland","institution_ids":["https://openalex.org/I97565354"]},{"raw_affiliation_string":"Computer Scicnce Institute, University of Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107540435","display_name":"Marco Tomassini","orcid":null},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"M. Tomassini","raw_affiliation_strings":["Comput. Sci. Inst., Lausanne Univ., Switzerland","Computer Scicnce Institute, University of Lausanne, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Comput. Sci. Inst., Lausanne Univ., Switzerland","institution_ids":["https://openalex.org/I97565354"]},{"raw_affiliation_string":"Computer Scicnce Institute, University of Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113872198","display_name":"Philippe Collard","orcid":null},"institutions":[{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Collard","raw_affiliation_strings":["13s Laboratory, University of Nice, France"],"affiliations":[{"raw_affiliation_string":"13s Laboratory, University of Nice, France","institution_ids":["https://openalex.org/I201841394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075593653","display_name":"Manuel Clergue","orcid":"https://orcid.org/0000-0001-8661-0026"},"institutions":[{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Clergue","raw_affiliation_strings":["13s Laboratory, University of Nice, France"],"affiliations":[{"raw_affiliation_string":"13s Laboratory, University of Nice, France","institution_ids":["https://openalex.org/I201841394"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056916227"],"corresponding_institution_ids":["https://openalex.org/I97565354"],"apc_list":null,"apc_paid":null,"fwci":1.8719,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.87065781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"289","last_page":"296 Vol.1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":1.0,"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":1.0,"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":0.9995999932289124,"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":0.9933000206947327,"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/counterexample","display_name":"Counterexample","score":0.8846712708473206},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.7698169946670532},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7548869848251343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5300533175468445},{"id":"https://openalex.org/keywords/distance-correlation","display_name":"Distance correlation","score":0.5170953273773193},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.495608925819397},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33513855934143066},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.299511194229126},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21127089858055115},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.19745880365371704},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.06619954109191895}],"concepts":[{"id":"https://openalex.org/C162838799","wikidata":"https://www.wikidata.org/wiki/Q596077","display_name":"Counterexample","level":2,"score":0.8846712708473206},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.7698169946670532},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7548869848251343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5300533175468445},{"id":"https://openalex.org/C121694360","wikidata":"https://www.wikidata.org/wiki/Q5282862","display_name":"Distance correlation","level":3,"score":0.5170953273773193},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.495608925819397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33513855934143066},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.299511194229126},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21127089858055115},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.19745880365371704},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.06619954109191895},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2003.1299587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2003.1299587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2003 Congress on Evolutionary Computation, 2003. CEC '03.","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unil.ch:iris/159240","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/159240","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"pmh:oai:serval.unil.ch:BIB_91B1821D8AF7","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_91B1821D8AF7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of Congress on Evolutionary Computation (CEC'03), pp. 289-296","raw_type":"inproceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W12292114","https://openalex.org/W161216389","https://openalex.org/W1482448754","https://openalex.org/W1503214485","https://openalex.org/W1511700770","https://openalex.org/W1526535494","https://openalex.org/W1535529451","https://openalex.org/W1552124206","https://openalex.org/W1562117546","https://openalex.org/W1567228211","https://openalex.org/W1588528656","https://openalex.org/W2124384774","https://openalex.org/W2142687538","https://openalex.org/W2151554678","https://openalex.org/W3123317709","https://openalex.org/W6600513361","https://openalex.org/W6606515368","https://openalex.org/W6628842327","https://openalex.org/W6630624335","https://openalex.org/W6630978328","https://openalex.org/W6631295328","https://openalex.org/W6633532956","https://openalex.org/W6635133361"],"related_works":["https://openalex.org/W2075819273","https://openalex.org/W3107474891","https://openalex.org/W2052115973","https://openalex.org/W2800549968","https://openalex.org/W1498900709","https://openalex.org/W1601288801","https://openalex.org/W1593627733","https://openalex.org/W2150918305","https://openalex.org/W4301927866","https://openalex.org/W2183056787"],"abstract_inverted_index":{"The":[0],"fitness":[1,39,55],"distance":[2,40,56],"correlation":[3,41],"coefficient":[4],"has":[5],"been":[6],"shown":[7],"to":[8,13,43,65],"be":[9],"a":[10,24],"reasonable":[11],"measure":[12,64],"quantify":[14,66],"problem":[15,46,67],"difficulty":[16,47],"in":[17,48],"genetic":[18,21,49],"algorithms":[19],"and":[20],"programming":[22],"for":[23,37],"wide":[25],"set":[26],"of":[27],"problems.":[28],"In":[29],"this":[30],"paper":[31],"we":[32],"present":[33],"an":[34,62],"hand-tailored":[35],"function":[36],"which":[38],"fails":[42],"correctly":[44],"predict":[45],"programming.":[50],"This":[51],"counterexample":[52],"proves":[53],"that":[54],"correlation,":[57],"although":[58],"reliable,":[59],"is":[60],"not":[61],"infallible":[63],"difficulty.":[68]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}