{"id":"https://openalex.org/W92199954","doi":null,"title":"The way forward for unifying dynamic test-case generation: The optimisation-based approach","display_name":"The way forward for unifying dynamic test-case generation: The optimisation-based approach","publication_year":1998,"publication_date":"1998-01-01","ids":{"openalex":"https://openalex.org/W92199954","mag":"92199954"},"language":"en","primary_location":{"id":"pmh:oai:eprints.whiterose.ac.uk:46029","doi":null,"is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-9230-9739>","pdf_url":"https://eprints.whiterose.ac.uk/46029/1/njt_mar98.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"volume":null,"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.whiterose.ac.uk/46029/1/njt_mar98.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015309122","display_name":"Nigel J. Tracey","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nigel Tracey","raw_affiliation_strings":["University of York"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of York","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":null,"display_name":"John A. Clark","orcid":"https://orcid.org/0000-0002-9230-9739","observed_orcids":["https://orcid.org/0000-0002-9230-9739"]},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John A. Clark","raw_affiliation_strings":["University of York"],"raw_orcid":"https://orcid.org/0000-0002-9230-9739","affiliations":[{"raw_affiliation_string":"University of York","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113466221","display_name":"Keith C. Mander","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Keith Mander","raw_affiliation_strings":["University of York"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of York","institution_ids":["https://openalex.org/I52099693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I52099693"],"apc_list":null,"apc_paid":null,"fwci":7.7267,"has_fulltext":true,"cited_by_count":76,"citation_normalized_percentile":{"value":0.96720648,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"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":1.0,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.0,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/test-data-generation","display_name":"test data generation","score":0.7879999876022339}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6714171171188354},{"id":"https://openalex.org/C198824145","wikidata":"https://www.wikidata.org/wiki/Q442770","display_name":"Dynamic testing","level":2,"score":0.5517164468765259},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.45674625039100647},{"id":"https://openalex.org/C7435765","wikidata":"https://www.wikidata.org/wiki/Q7705776","display_name":"Test Management Approach","level":5,"score":0.4566982090473175},{"id":"https://openalex.org/C80823478","wikidata":"https://www.wikidata.org/wiki/Q4493432","display_name":"Functional testing","level":3,"score":0.4369204640388489},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.43512362241744995},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.4344366788864136},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4326305091381073},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3986665904521942},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3620026111602783},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3332242965698242},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20874780416488647},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.20177465677261353},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14168787002563477},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.12059637904167175},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10771575570106506},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09069761633872986},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0686318576335907},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C51234621","wikidata":"https://www.wikidata.org/wiki/Q2149495","display_name":"Testability","level":2,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"pmh:oai:eprints.whiterose.ac.uk:46029","doi":null,"is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-9230-9739>","pdf_url":"https://eprints.whiterose.ac.uk/46029/1/njt_mar98.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.145.7678","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.145.7678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.york.ac.uk/~jac/PublishedPapers/TheWayForwardJan1998.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.62.3228","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.62.3228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.york.ac.uk/testsig/publications/njt-jan98.ps","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.66.2259","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.66.2259","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.york.ac.uk/testsig/publications/njt-jan98.pdf","raw_type":"text"},{"id":"pmh:oai:kar.kent.ac.uk:21693","doi":null,"is_oa":false,"landing_page_url":"https://kar.kent.ac.uk/21693/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196264","display_name":"Kent Academic Repository (University of Kent)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I20581793","host_organization_name":"University of Kent","host_organization_lineage":["https://openalex.org/I20581793"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference proceeding"},{"id":"mag:92199954","doi":null,"is_oa":false,"landing_page_url":"http://www-users.cs.york.ac.uk/~jac/PublishedPapers/TheWayForwardJan1998.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:eprints.whiterose.ac.uk:46029","doi":null,"is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-9230-9739>","pdf_url":"https://eprints.whiterose.ac.uk/46029/1/njt_mar98.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W92199954.pdf","grobid_xml":"https://content.openalex.org/works/W92199954.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1036302346","https://openalex.org/W1531162979","https://openalex.org/W1559215823","https://openalex.org/W1910771831","https://openalex.org/W1973414967","https://openalex.org/W1986749780","https://openalex.org/W1993508696","https://openalex.org/W2024060531","https://openalex.org/W2056760934","https://openalex.org/W2059942119","https://openalex.org/W2066536303","https://openalex.org/W2094382938","https://openalex.org/W2101512909","https://openalex.org/W2101629181","https://openalex.org/W2109276114","https://openalex.org/W2120552859","https://openalex.org/W2133237582","https://openalex.org/W2144524990","https://openalex.org/W2152150600","https://openalex.org/W2155786233"],"related_works":["https://openalex.org/W3006052192","https://openalex.org/W2025267532","https://openalex.org/W1925475221","https://openalex.org/W4408834908","https://openalex.org/W2164214215","https://openalex.org/W4299895749","https://openalex.org/W2133237582","https://openalex.org/W2106716155","https://openalex.org/W7096447398","https://openalex.org/W2149695823"],"abstract_inverted_index":{"One":[0],"of":[1,12,33,43,58,61,73],"the":[2,10,44,69],"major":[3],"costs":[4],"in":[5],"a":[6,17,31,59],"software":[7],"project":[8],"is":[9,54],"construction":[11],"test-data.":[13,80],"This":[14],"paper":[15],"outlines":[16],"generalised":[18],"test-case":[19],"data":[20],"generation":[21],"framework":[22,28,46],"based":[23],"on":[24],"optimisation":[25,45],"techniques.":[26],"The":[27,56],"can":[29],"incorporate":[30],"number":[32,60],"testing":[34,48],"criteria,":[35],"for":[36],"both":[37],"functional":[38],"and":[39,51,67,71],"non-functional":[40],"properties.":[41],"Application":[42],"to":[47,78],"specification":[49],"failures":[50],"exception":[52],"conditions":[53],"illustrated.":[55],"results":[57],"small":[62],"case":[63],"studies":[64],"are":[65],"presented":[66],"show":[68],"efficiency":[70],"effectiveness":[72],"this":[74],"dynamic":[75],"optimisation-base":[76],"approach":[77],"generating":[79]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":5}],"updated_date":"2026-10-21T09:56:26.102985","created_date":"2016-06-24T00:00:00"}
