{"id":"https://openalex.org/W2070535092","doi":"https://doi.org/10.1145/2001858.2001963","title":"Bloat control in genetic programming with a histogram-based accept-reject method","display_name":"Bloat control in genetic programming with a histogram-based accept-reject method","publication_year":2011,"publication_date":"2011-07-12","ids":{"openalex":"https://openalex.org/W2070535092","doi":"https://doi.org/10.1145/2001858.2001963","mag":"2070535092"},"language":"en","primary_location":{"id":"doi:10.1145/2001858.2001963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001858.2001963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5020030417","display_name":"Marc-Andr\u00e9 Gardner","orcid":null},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marc-Andr\u00e9 Gardner","raw_affiliation_strings":["Universit\u00e9 Laval, Quebec City, PQ, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Laval, Quebec City, PQ, Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045218915","display_name":"Christian Gagn\u00e9","orcid":"https://orcid.org/0000-0003-3697-4184"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Christian Gagn\u00e9","raw_affiliation_strings":["Universit\u00e9 Laval, Quebec City, PQ, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Laval, Quebec City, PQ, Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037362277","display_name":"Marc Parizeau","orcid":"https://orcid.org/0000-0001-9929-646X"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marc Parizeau","raw_affiliation_strings":["Universit\u00e9 Laval, Quebec City, PQ, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Laval, Quebec City, PQ, Canada","institution_ids":["https://openalex.org/I43406934"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I43406934"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.14847956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","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/T11975","display_name":"Evolutionary Algorithms and Applications","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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9918000102043152,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7137317657470703},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6614540815353394},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6182088255882263},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6100009679794312},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5356765389442444},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4847430884838104},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4635979235172272},{"id":"https://openalex.org/keywords/histogram-equalization","display_name":"Histogram equalization","score":0.430447518825531},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4280482530593872},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.41428524255752563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3239496350288391},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3104150593280792},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.28501349687576294},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25540369749069214},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09660571813583374}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7137317657470703},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6614540815353394},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6182088255882263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6100009679794312},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5356765389442444},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4847430884838104},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4635979235172272},{"id":"https://openalex.org/C136943445","wikidata":"https://www.wikidata.org/wiki/Q1970240","display_name":"Histogram equalization","level":4,"score":0.430447518825531},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4280482530593872},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.41428524255752563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3239496350288391},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3104150593280792},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28501349687576294},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25540369749069214},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09660571813583374},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2001858.2001963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001858.2001963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320314000","display_name":"Compute Canada","ror":"https://ror.org/03ty8yr27"},{"id":"https://openalex.org/F4320321747","display_name":"Fonds Qu\u00e9b\u00e9cois de la Recherche sur la Nature et les Technologies","ror":"https://ror.org/00b9f9778"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W182014611","https://openalex.org/W1576818901","https://openalex.org/W2011209865","https://openalex.org/W2025512130","https://openalex.org/W2483677027","https://openalex.org/W3020882730","https://openalex.org/W6681376487"],"related_works":["https://openalex.org/W2057981026","https://openalex.org/W2256021896","https://openalex.org/W2181573213","https://openalex.org/W2398368608","https://openalex.org/W1990492110","https://openalex.org/W1583737874","https://openalex.org/W2122866860","https://openalex.org/W2024449420","https://openalex.org/W2903465195","https://openalex.org/W2380937280"],"abstract_inverted_index":{"Recent":[0],"bloat":[1,106,123],"control":[2,104,122],"methods":[3],"such":[4],"as":[5,124,126],"dynamic":[6],"depth":[7],"limit":[8],"(DynLimit)":[9],"and":[10,52,82],"Dynamic":[11],"Operator":[12],"Equalization":[13],"(DynOpEq)":[14],"aim":[15],"at":[16],"modifying":[17],"the":[18,39,43,84,93,108,111,117],"tree":[19,79],"size":[20,80,96],"distribution":[21],"in":[22,98,107],"a":[23,69,73,90,102],"population":[24,91],"of":[25,41,45,56,63,76,105,110],"genetic":[26],"programs.":[27],"Although":[28],"they":[29],"are":[30,67],"quite":[31],"efficient":[32],"for":[33,88],"that":[34,71,116],"purpose,":[35],"these":[36],"techniques":[37],"have":[38],"disadvantage":[40],"evaluating":[42],"fitness":[44],"many":[46],"bloated":[47],"Genetic":[48],"Programming":[49],"(GP)":[50],"trees,":[51],"then":[53],"rejecting":[54],"most":[55],"them,":[57],"leading":[58],"to":[59,100,121,136],"an":[60],"important":[61],"waste":[62],"computational":[64,133],"resources.":[65],"We":[66],"proposing":[68],"method":[70,87,118],"makes":[72],"histogram-based":[74],"model":[75],"current":[77],"GP":[78],"distribution,":[81,97],"uses":[83],"so-called":[85],"accept-reject":[86],"generating":[89],"with":[92,130],"desired":[94],"target":[95],"order":[99],"make":[101],"stochastic":[103],"course":[109],"evolution.":[112],"Experimental":[113],"results":[114],"show":[115],"is":[119],"able":[120],"well":[125],"other":[127],"state-of-the-art":[128],"methods,":[129],"minimal":[131],"additionnal":[132],"efforts":[134],"compared":[135],"standard":[137],"tree-based":[138],"GP.":[139]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}