{"id":"https://openalex.org/W2806246076","doi":"https://doi.org/10.1007/s12293-018-0263-8","title":"Using genetic programming to evolve action selection rules in traversal-based automated software testing: results obtained with the TESTAR tool","display_name":"Using genetic programming to evolve action selection rules in traversal-based automated software testing: results obtained with the TESTAR tool","publication_year":2018,"publication_date":"2018-06-09","ids":{"openalex":"https://openalex.org/W2806246076","doi":"https://doi.org/10.1007/s12293-018-0263-8","mag":"2806246076"},"language":"en","primary_location":{"id":"doi:10.1007/s12293-018-0263-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12293-018-0263-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12293-018-0263-8.pdf","source":{"id":"https://openalex.org/S125629831","display_name":"Memetic Computing","issn_l":"1865-9284","issn":["1865-9284","1865-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Memetic Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s12293-018-0263-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026427534","display_name":"Anna I. Esparcia-Alc\u00e1zar","orcid":"https://orcid.org/0000-0002-3855-4039"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Anna I. Esparcia-Alc\u00e1zar","raw_affiliation_strings":["Department of Systems Engineering and Control, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","Software Production Methods Research Centre, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Control, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]},{"raw_affiliation_string":"Software Production Methods Research Centre, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073000850","display_name":"Francisco Almenar","orcid":null},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]},{"id":"https://openalex.org/I4210146178","display_name":"Etra (Spain)","ror":"https://ror.org/05ccmc339","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210146178"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Almenar","raw_affiliation_strings":["Etra I+D, Valencia, Spain","Software Production Methods Research Centre, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Etra I+D, Valencia, Spain","institution_ids":["https://openalex.org/I4210146178"]},{"raw_affiliation_string":"Software Production Methods Research Centre, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075982623","display_name":"Tanja E. J. Vos","orcid":"https://orcid.org/0000-0002-6003-9113"},"institutions":[{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]},{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES","NL"],"is_corresponding":false,"raw_author_name":"Tanja E. J. Vos","raw_affiliation_strings":["Open Universiteit, Heerlen, The Netherlands","Software Production Methods Research Centre, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Open Universiteit, Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]},{"raw_affiliation_string":"Software Production Methods Research Centre, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011471549","display_name":"Urko Rueda","orcid":null},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Urko Rueda","raw_affiliation_strings":["Software Production Methods Research Centre, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Software Production Methods Research Centre, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026427534"],"corresponding_institution_ids":["https://openalex.org/I60053951"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3490},"apc_paid":null,"fwci":2.4732,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.89431384,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"3","first_page":"257","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.995199978351593,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/computer-science","display_name":"Computer science","score":0.8322868347167969},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7300151586532593},{"id":"https://openalex.org/keywords/tree-traversal","display_name":"Tree traversal","score":0.696171760559082},{"id":"https://openalex.org/keywords/random-testing","display_name":"Random testing","score":0.5853321552276611},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5733159184455872},{"id":"https://openalex.org/keywords/action-selection","display_name":"Action selection","score":0.543432891368866},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5400060415267944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5390232801437378},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5016517639160156},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.4993324279785156},{"id":"https://openalex.org/keywords/answer-set-programming","display_name":"Answer set programming","score":0.4864673316478729},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4759642481803894},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42903637886047363},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4213358163833618},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.41116607189178467},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.389068603515625},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3700760006904602}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8322868347167969},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7300151586532593},{"id":"https://openalex.org/C140745168","wikidata":"https://www.wikidata.org/wiki/Q1210082","display_name":"Tree traversal","level":2,"score":0.696171760559082},{"id":"https://openalex.org/C106159264","wikidata":"https://www.wikidata.org/wiki/Q17146789","display_name":"Random testing","level":4,"score":0.5853321552276611},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5733159184455872},{"id":"https://openalex.org/C166109690","wikidata":"https://www.wikidata.org/wiki/Q4677422","display_name":"Action selection","level":3,"score":0.543432891368866},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5400060415267944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5390232801437378},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5016517639160156},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.4993324279785156},{"id":"https://openalex.org/C182620335","wikidata":"https://www.wikidata.org/wiki/Q2852531","display_name":"Answer set programming","level":3,"score":0.4864673316478729},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4759642481803894},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42903637886047363},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4213358163833618},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.41116607189178467},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.389068603515625},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3700760006904602},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s12293-018-0263-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12293-018-0263-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12293-018-0263-8.pdf","source":{"id":"https://openalex.org/S125629831","display_name":"Memetic Computing","issn_l":"1865-9284","issn":["1865-9284","1865-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Memetic Computing","raw_type":"journal-article"},{"id":"pmh:oai:research.ou.nl:publications/1ec33553-7779-4910-a982-536fc900c20f","is_oa":false,"landing_page_url":"https://hdl.handle.net/1820/1ec33553-7779-4910-a982-536fc900c20f","pdf_url":null,"source":{"id":"https://openalex.org/S4406922485","display_name":"Open University of the Netherlands Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Esparcia, A I, Almenar, F, Vos, T E J & Rueda, U 2018, 'Using genetic programming to evolve action selection rules in traversal-based automated software testing : results obtained with the TESTAR tool', Memetic Computing, vol. 10, no. 3, pp. 257-265. https://doi.org/10.1007/s12293-018-0263-8","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:riunet.upv.es:10251/125658","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/125658","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:ou:oai:research.ou.nl:publications/1ec33553-7779-4910-a982-536fc900c20f","is_oa":false,"landing_page_url":"https://research.ou.nl/en/publications/1ec33553-7779-4910-a982-536fc900c20f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Memetic Computing, 10(3), 257 - 265. Springer Verlag","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s12293-018-0263-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12293-018-0263-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12293-018-0263-8.pdf","source":{"id":"https://openalex.org/S125629831","display_name":"Memetic Computing","issn_l":"1865-9284","issn":["1865-9284","1865-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Memetic Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2806246076.pdf","grobid_xml":"https://content.openalex.org/works/W2806246076.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W6074037","https://openalex.org/W135283623","https://openalex.org/W1482500066","https://openalex.org/W1506853907","https://openalex.org/W1576818901","https://openalex.org/W1839086001","https://openalex.org/W1990961544","https://openalex.org/W2003431502","https://openalex.org/W2023027674","https://openalex.org/W2024033902","https://openalex.org/W2041713059","https://openalex.org/W2130094981","https://openalex.org/W2157215835","https://openalex.org/W2170713058","https://openalex.org/W2259281617","https://openalex.org/W2273168604","https://openalex.org/W2598961333","https://openalex.org/W3011120880","https://openalex.org/W3089657778","https://openalex.org/W3211903567","https://openalex.org/W3213308778","https://openalex.org/W4403406779"],"related_works":["https://openalex.org/W2955338589","https://openalex.org/W2768693575","https://openalex.org/W3176752060","https://openalex.org/W2147116815","https://openalex.org/W2527390967","https://openalex.org/W139286382","https://openalex.org/W2102816555","https://openalex.org/W3155744979","https://openalex.org/W2405583496","https://openalex.org/W2547155723"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}