{"id":"https://openalex.org/W2167123178","doi":"https://doi.org/10.1145/1068009.1068310","title":"Scalability of genetic programming and probabilistic incremental program evolution","display_name":"Scalability of genetic programming and probabilistic incremental program evolution","publication_year":2005,"publication_date":"2005-06-25","ids":{"openalex":"https://openalex.org/W2167123178","doi":"https://doi.org/10.1145/1068009.1068310","mag":"2167123178"},"language":"en","primary_location":{"id":"doi:10.1145/1068009.1068310","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and evolutionary computation","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/A5040971654","display_name":"Radovan Ondas","orcid":null},"institutions":[{"id":"https://openalex.org/I208333798","display_name":"University of Missouri\u2013St. Louis","ror":"https://ror.org/037cnag11","country_code":"US","type":"education","lineage":["https://openalex.org/I208333798"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Radovan Ondas","raw_affiliation_strings":["University of Missouri - St. Louis, St. Louis, MO"],"affiliations":[{"raw_affiliation_string":"University of Missouri - St. Louis, St. Louis, MO","institution_ids":["https://openalex.org/I208333798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031363335","display_name":"Martin Pelik\u00e1n","orcid":"https://orcid.org/0009-0003-4101-5575"},"institutions":[{"id":"https://openalex.org/I208333798","display_name":"University of Missouri\u2013St. Louis","ror":"https://ror.org/037cnag11","country_code":"US","type":"education","lineage":["https://openalex.org/I208333798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Pelikan","raw_affiliation_strings":["University of Missouri - St. Louis, St. Louis, MO"],"affiliations":[{"raw_affiliation_string":"University of Missouri - St. Louis, St. Louis, MO","institution_ids":["https://openalex.org/I208333798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109916092","display_name":"Kumara Sastry","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kumara Sastry","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040971654"],"corresponding_institution_ids":["https://openalex.org/I208333798"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.1645761,"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":"1785","last_page":"1786"},"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/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":0.9815999865531921,"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/scalability","display_name":"Scalability","score":0.4909723103046417},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.48454633355140686},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.4542180001735687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4370940923690796},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.42446744441986084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19803252816200256},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.19476968050003052},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06867191195487976}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4909723103046417},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.48454633355140686},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.4542180001735687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4370940923690796},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.42446744441986084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19803252816200256},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19476968050003052},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06867191195487976},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1068009.1068310","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.342.5480","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.342.5480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/cs/0502029v1.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.552.9355","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.552.9355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.bham.ac.uk/~wbl/biblio/cache/http___isxp1010c.sims.cranfield.ac.uk_Papers_paper122.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.44999998807907104,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309568","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W43560878","https://openalex.org/W158211058","https://openalex.org/W1479911746","https://openalex.org/W1512136126","https://openalex.org/W1536712125","https://openalex.org/W1540706608","https://openalex.org/W1576818901","https://openalex.org/W1692958259","https://openalex.org/W2027945080","https://openalex.org/W2057757994","https://openalex.org/W2103896520","https://openalex.org/W2132304387","https://openalex.org/W2414365832","https://openalex.org/W3023540311","https://openalex.org/W3154803405"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W1501776718","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2615136228","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2389214306"],"abstract_inverted_index":{"Summary.":[0],"This":[1,91],"paper":[2,132],"discusses":[3],"scalability":[4,62],"of":[5,59,125,136,145],"standard":[6,95],"genetic":[7,127],"programming":[8],"(GP)":[9],"and":[10,25,43,68,139,147],"the":[11,19,46,52,77,88,119,123,131,134,143],"probabilistic":[12],"incremental":[13],"program":[14],"evolution":[15],"(PIPE).":[16],"To":[17],"investigate":[18],"need":[20,102],"for":[21,39,106],"both":[22,66,83],"eective":[23],"mixing":[24],"linkage":[26,109],"learning,":[27],"two":[28],"test":[29],"problems":[30,108],"are":[31,115],"considered:":[32],"ORDER":[33,79],"problem,":[34,49,80],"which":[35,50],"is":[36,97,111],"rather":[37],"easy":[38],"any":[40],"recombination-based":[41],"GP,":[42],"TRAP":[44],"or":[45],"deceptive":[47,89],"trap":[48],"requires":[51],"algorithm":[53],"to":[54,103],"learn":[55],"interactions":[56,101],"among":[57],"subsets":[58],"terminals.":[60],"The":[61],"results":[63,114],"show":[64],"that":[65,93],"GP":[67,146],"PIPE":[69],"scale":[70,84],"up":[71,85],"polynomially":[72],"with":[73,118],"problem":[74],"size":[75],"on":[76,87,142],"simple":[78],"but":[81],"they":[82],"exponentially":[86],"problem.":[90],"indicates":[92],"while":[94],"recom-bination":[96],"sucient":[98],"when":[99],"no":[100],"be":[104],"considered,":[105],"some":[107],"learning":[110],"necessary.":[112],"These":[113],"in":[116,122],"agreement":[117],"lessons":[120],"learned":[121],"domain":[124],"binary-string":[126],"algorithms":[128],"(GAs).":[129],"Furthermore,":[130],"investigates":[133],"eects":[135],"introducing":[137],"unnecessary":[138],"irrelevant":[140],"primitives":[141],"performance":[144],"PIPE.":[148]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}