A comprehensive review of automatic programming methods

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dc.authoridOzturk, Celal/0000-0003-3798-8123
dc.authoridARSLAN, SIBEL/0000-0003-3626-553X
dc.contributor.authorArslan, Sibel
dc.contributor.authorOzturk, Celal
dc.date.accessioned2025-05-04T16:47:16Z
dc.date.available2025-05-04T16:47:16Z
dc.date.issued2023
dc.departmentSivas Cumhuriyet Üniversitesi
dc.description.abstractAutomatic programming (AP) is one of the most attractive branches of artificial intelligence because it provides effective solutions to problems with limited knowledge in many different application areas. AP methods can be used to determine the effects of a system's inputs on its outputs. Although there is increasing interest in solving many problems using these methods for a variety of applications, there is a lack of reviews that address the methods. Therefore, the goal of this paper is to provide a comprehensive literature review of AP methods. At the same time, we mention the main characteristics of the methods by grouping them according to how they represent solutions. We also try to give an outlook on the future of the field by highlighting possible bottlenecks and perspectives for the benefit of the researchers involved.& COPY; 2023 Elsevier B.V. All rights reserved.
dc.description.sponsorshipScientific Research Project Foundation of Erciyes University [FBG-2022-11885]
dc.description.sponsorshipThis project was supported by Scientific Research Project Foundation of Erciyes University (Project ID: FBG-2022-11885) .
dc.identifier.doi10.1016/j.asoc.2023.110427
dc.identifier.issn1568-4946
dc.identifier.issn1872-9681
dc.identifier.scopus2-s2.0-85160830592
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1016/j.asoc.2023.110427
dc.identifier.urihttps://hdl.handle.net/20.500.12418/35555
dc.identifier.volume143
dc.identifier.wosWOS:001018346800001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofApplied Soft Computing
dc.relation.publicationcategoryDiğer
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20250504
dc.subjectArtificial intelligence
dc.subjectEvolutionary computation
dc.subjectAutomatic programming
dc.subjectGenetic programming
dc.titleA comprehensive review of automatic programming methods
dc.typeReview

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