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Objective re-weight...
Objective re-weighting to guide an interactive search based software testing system
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- Marculescu, Bogdan, 1984 (författare)
- Blekinge Tekniska Högskola,Sektionen för datavetenskap och kommunikation
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- Feldt, Robert, 1972 (författare)
- Blekinge Tekniska Högskola,Sektionen för datavetenskap och kommunikation
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- Torkar, Richard, 1971 (författare)
- Blekinge Tekniska Högskola,Gothenburg University,Göteborgs universitet,Institutionen för data- och informationsteknik (GU),Department of Computer Science and Engineering (GU),University of Gothenburg,Sektionen för datavetenskap och kommunikation
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(creator_code:org_t)
- ISBN 9780769551449
- Miami : IEEE, 2013
- 2013
- Engelska.
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Ingår i: 2013 12th International Conference on Machine Learning and Applications, ICMLA 2013; Miami, FL; United States; 4 December 2013 through 7 December 2013. - Miami : IEEE. ; 2, s. 102-107
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Abstract
Ämnesord
Stäng
- Even hardware-focused industries today develop products where software is both a large and important component. Engineers tasked with developing and integrating these products do not always have a software engineering background. To ensure quality, tools are needed that automate and support software testing while allowing these domain specialists to leverage their knowledge and experience. Search-based testing could be a key aspect in creating an automated tool for supporting testing activities. However, domain specific quality criteria and trade-offs make it difficult to develop a general fitness function a priori, so interaction between domain specialists and such a tool would be critical to its success. In this paper we present a system for interactive search based software testing and investigate a way for domain specialists to guide the search by dynamically re-weighting quality goals. Our empirical investigation shows that objective reweighing can help a human domain specialist interactively guide the search, without requiring specialised knowledge of the system and without sacrificing population diversity.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Programvaruteknik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Software Engineering (hsv//eng)
Nyckelord
- search based software testing
- interactive search based software engineering
- user centered
- embedded software
- industrial experience
- embedded software
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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