{"id":"https://openalex.org/W4211113460","doi":"https://doi.org/10.1007/978-981-16-8113-4_2","title":"Grammar-Based Vectorial Genetic Programming for\u00a0Symbolic Regression","display_name":"Grammar-Based Vectorial Genetic Programming for\u00a0Symbolic Regression","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4211113460","doi":"https://doi.org/10.1007/978-981-16-8113-4_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-8113-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-8113-4_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210203257","display_name":"Genetic and evolutionary computation","issn_l":"1932-0167","issn":["1932-0167","1932-0175"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Genetic and Evolutionary Computation","raw_type":"book-chapter"},"type":"book-chapter","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/A5102939784","display_name":"Philipp Fleck","orcid":"https://orcid.org/0000-0001-8290-6356"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]},{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Philipp Fleck","raw_affiliation_strings":["Heuristic and Evolutionary Algorithms Laboratory (HEAL), University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria","Institute for Formal Models and Verification, Johannes Kepler University, Altenberger Stra\u00dfe 69, 4040, Linz, Austria"],"affiliations":[{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory (HEAL), University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210136249"]},{"raw_affiliation_string":"Institute for Formal Models and Verification, Johannes Kepler University, Altenberger Stra\u00dfe 69, 4040, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036920760","display_name":"Stephan Winkler","orcid":"https://orcid.org/0000-0002-5196-4294"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]},{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stephan Winkler","raw_affiliation_strings":["Heuristic and Evolutionary Algorithms Laboratory (HEAL), University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria","Institute for Formal Models and Verification, Johannes Kepler University, Altenberger Stra\u00dfe 69, 4040, Linz, Austria","School of Informatics, Communications and Media, University of Applied Sciences Upper Austria, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory (HEAL), University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210136249"]},{"raw_affiliation_string":"Institute for Formal Models and Verification, Johannes Kepler University, Altenberger Stra\u00dfe 69, 4040, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]},{"raw_affiliation_string":"School of Informatics, Communications and Media, University of Applied Sciences Upper Austria, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004674296","display_name":"Michael Kommenda","orcid":"https://orcid.org/0000-0003-2049-723X"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Kommenda","raw_affiliation_strings":["Heuristic and Evolutionary Algorithms Laboratory (HEAL), University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria","Josef Ressel Center for Symbolic Regression, University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory (HEAL), University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210136249"]},{"raw_affiliation_string":"Josef Ressel Center for Symbolic Regression, University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013367027","display_name":"Michael Affenzeller","orcid":"https://orcid.org/0000-0001-5692-5940"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]},{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Affenzeller","raw_affiliation_strings":["Heuristic and Evolutionary Algorithms Laboratory (HEAL), University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria","Institute for Formal Models and Verification, Johannes Kepler University, Altenberger Stra\u00dfe 69, 4040, Linz, Austria"],"affiliations":[{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory (HEAL), University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210136249"]},{"raw_affiliation_string":"Institute for Formal Models and Verification, Johannes Kepler University, Altenberger Stra\u00dfe 69, 4040, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102939784"],"corresponding_institution_ids":["https://openalex.org/I121883995","https://openalex.org/I4210136249"],"apc_list":null,"apc_paid":null,"fwci":1.0286,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76345021,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"43"},"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":0.9975000023841858,"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":0.9921000003814697,"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/symbolic-regression","display_name":"Symbolic regression","score":0.9109581708908081},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.8619130849838257},{"id":"https://openalex.org/keywords/scalar","display_name":"Scalar (mathematics)","score":0.7051225900650024},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6331983208656311},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.5449967384338379},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5441119074821472},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.49783825874328613},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49088650941848755},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.49062100052833557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4162607789039612},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41420841217041016},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2723838984966278}],"concepts":[{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.9109581708908081},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.8619130849838257},{"id":"https://openalex.org/C57691317","wikidata":"https://www.wikidata.org/wiki/Q1289248","display_name":"Scalar (mathematics)","level":2,"score":0.7051225900650024},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6331983208656311},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.5449967384338379},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5441119074821472},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.49783825874328613},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49088650941848755},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.49062100052833557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4162607789039612},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41420841217041016},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2723838984966278},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-8113-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-8113-4_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210203257","display_name":"Genetic and evolutionary computation","issn_l":"1932-0167","issn":["1932-0167","1932-0175"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Genetic and Evolutionary Computation","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W297841065","https://openalex.org/W569151338","https://openalex.org/W1574719414","https://openalex.org/W1775913388","https://openalex.org/W1943935500","https://openalex.org/W1983770999","https://openalex.org/W2017632128","https://openalex.org/W2019847108","https://openalex.org/W2027649639","https://openalex.org/W2065888889","https://openalex.org/W2094415483","https://openalex.org/W2099315633","https://openalex.org/W2132902583","https://openalex.org/W2148102724","https://openalex.org/W2802314367","https://openalex.org/W2937829651","https://openalex.org/W3001966055"],"related_works":["https://openalex.org/W2381504162","https://openalex.org/W1567571923","https://openalex.org/W2472646430","https://openalex.org/W2968285896","https://openalex.org/W2610450612","https://openalex.org/W2897801744","https://openalex.org/W2549153708","https://openalex.org/W2394133867","https://openalex.org/W1994957461","https://openalex.org/W2147355282"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
