{"id":"https://openalex.org/W1972860576","doi":"https://doi.org/10.1142/s1469026814500187","title":"SEMANTIC SEARCH TECHNIQUES FOR LEARNING SMALLER BOOLEAN EXPRESSION TREES IN GENETIC PROGRAMMING","display_name":"SEMANTIC SEARCH TECHNIQUES FOR LEARNING SMALLER BOOLEAN EXPRESSION TREES IN GENETIC PROGRAMMING","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W1972860576","doi":"https://doi.org/10.1142/s1469026814500187","mag":"1972860576"},"language":"en","primary_location":{"id":"doi:10.1142/s1469026814500187","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1469026814500187","pdf_url":null,"source":{"id":"https://openalex.org/S206936884","display_name":"International Journal of Computational Intelligence and Applications","issn_l":"1469-0268","issn":["1469-0268","1757-5885"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence and Applications","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/A5021872912","display_name":"Nicholas Charles Miller","orcid":null},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"NICHOLAS C. MILLER","raw_affiliation_strings":["Department of Computer Sciences, Florida Institute of Technology, 150 W. University Blvd., Melbourne, FL 32901, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, Florida Institute of Technology, 150 W. University Blvd., Melbourne, FL 32901, USA","institution_ids":["https://openalex.org/I106959904"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072267835","display_name":"Philip K. Chan","orcid":"https://orcid.org/0000-0002-3878-4205"},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"PHILIP K. CHAN","raw_affiliation_strings":["Department of Computer Sciences, Florida Institute of Technology, 150 W. University Blvd., Melbourne, FL 32901, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, Florida Institute of Technology, 150 W. University Blvd., Melbourne, FL 32901, USA","institution_ids":["https://openalex.org/I106959904"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I106959904"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06022896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"03","first_page":"1450018","last_page":"1450018"},"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":0.996399998664856,"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":0.9825000166893005,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8651280403137207},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.7724260687828064},{"id":"https://openalex.org/keywords/arity","display_name":"Arity","score":0.7594708204269409},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7428103685379028},{"id":"https://openalex.org/keywords/boolean-expression","display_name":"Boolean expression","score":0.5240231156349182},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5233575701713562},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4873374402523041},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.43687915802001953},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.43247905373573303},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4054611623287201},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35713037848472595},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3029710054397583},{"id":"https://openalex.org/keywords/boolean-function","display_name":"Boolean function","score":0.2991521954536438},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2614607512950897},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09271237254142761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8651280403137207},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.7724260687828064},{"id":"https://openalex.org/C110546421","wikidata":"https://www.wikidata.org/wiki/Q1315869","display_name":"Arity","level":2,"score":0.7594708204269409},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7428103685379028},{"id":"https://openalex.org/C158465420","wikidata":"https://www.wikidata.org/wiki/Q1979515","display_name":"Boolean expression","level":3,"score":0.5240231156349182},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5233575701713562},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4873374402523041},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.43687915802001953},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.43247905373573303},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4054611623287201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35713037848472595},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3029710054397583},{"id":"https://openalex.org/C187455244","wikidata":"https://www.wikidata.org/wiki/Q942353","display_name":"Boolean function","level":2,"score":0.2991521954536438},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2614607512950897},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09271237254142761},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1469026814500187","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1469026814500187","pdf_url":null,"source":{"id":"https://openalex.org/S206936884","display_name":"International Journal of Computational Intelligence and Applications","issn_l":"1469-0268","issn":["1469-0268","1757-5885"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W344826831","https://openalex.org/W1479817123","https://openalex.org/W1505743939","https://openalex.org/W1513108299","https://openalex.org/W1560435054","https://openalex.org/W1581584868","https://openalex.org/W1795093649","https://openalex.org/W1999955345","https://openalex.org/W2011318261","https://openalex.org/W2029492777","https://openalex.org/W2030792885","https://openalex.org/W2061011797","https://openalex.org/W2062661113","https://openalex.org/W2072918701","https://openalex.org/W2093769902","https://openalex.org/W2112908122","https://openalex.org/W2120033649","https://openalex.org/W2143147813","https://openalex.org/W2157723426","https://openalex.org/W2214790688"],"related_works":["https://openalex.org/W2082776239","https://openalex.org/W2142324575","https://openalex.org/W2051028534","https://openalex.org/W2164305954","https://openalex.org/W2046401452","https://openalex.org/W1963986408","https://openalex.org/W2128564159","https://openalex.org/W1593354505","https://openalex.org/W1778644400","https://openalex.org/W2809882894"],"abstract_inverted_index":{"One":[0],"sub-field":[1],"of":[2,24,41,57,61],"Genetic":[3],"Programming":[4],"(GP)":[5],"which":[6,15,37,54],"has":[7],"gained":[8],"recent":[9],"interest":[10],"is":[11,38,108],"semantic":[12,32],"GP,":[13],"in":[14,105],"programs":[16,80],"are":[17,52,85],"evolved":[18],"by":[19,82],"manipulating":[20],"program":[21,25,64,106],"semantics":[22],"instead":[23],"syntax.":[26],"This":[27],"paper":[28],"introduces":[29],"a":[30,101],"new":[31],"GP":[33],"algorithm,":[34],"called":[35,45],"SGP+,":[36],"an":[39,42],"extension":[40],"existing":[43],"algorithm":[44],"SGP.":[46,99],"New":[47],"crossover":[48],"and":[49,66],"mutation":[50],"operators":[51],"introduced":[53],"address":[55],"two":[56],"the":[58,83],"major":[59],"limitations":[60],"SGP:":[62],"large":[63],"trees":[65],"reduced":[67],"accuracy":[68,92,107],"on":[69,74],"high-arity":[70,112],"problems.":[71,114],"Experimental":[72],"results":[73],"\"deceptive\"":[75],"Boolean":[76,113],"problems":[77],"show":[78],"that":[79],"created":[81],"SGP+":[84],"3.8":[86],"times":[87],"smaller":[88],"while":[89],"still":[90],"maintaining":[91],"as":[93],"good":[94],"as,":[95],"or":[96],"better":[97],"than,":[98],"Additionally,":[100],"statistically":[102],"significant":[103],"improvement":[104],"observed":[109],"for":[110],"several":[111]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
