DC Field | Value | Language |
---|---|---|
dc.contributor.author | Yoo, Shin | ko |
dc.contributor.author | Harman, Mark | ko |
dc.date.accessioned | 2015-11-20T07:45:25Z | - |
dc.date.available | 2015-11-20T07:45:25Z | - |
dc.date.created | 2015-08-27 | - |
dc.date.created | 2015-08-27 | - |
dc.date.issued | 2010-04 | - |
dc.identifier.citation | JOURNAL OF SYSTEMS AND SOFTWARE, v.83, no.4, pp.689 - 701 | - |
dc.identifier.issn | 0164-1212 | - |
dc.identifier.uri | http://hdl.handle.net/10203/200861 | - |
dc.description.abstract | Test suite minimisation techniques seek to reduce the effort required for regression testing by selecting a subset of test suites. In previous work, the problem has been considered as a single-objective optimisation problem. However, real world regression testing can be a complex process in which multiple testing criteria and constraints are involved. This paper presents the concept of Pareto efficiency for the test suite minimisation problem. The Pareto-efficient approach is inherently capable of dealing with multiple objectives, providing the decision maker with a group of solutions that are not dominated by each other. The paper illustrates the benefits of Pareto efficient multi-objective test suite minimisation with empirical studies of two and three objective formulations, in which multiple objectives such as coverage and past fault-detection history are considered. The paper utilises a hybrid, multi-objective genetic algorithm that combines the efficient approximation of the greedy approach with the capability of population based genetic algorithm to produce higher-quality Pareto fronts. | - |
dc.language | English | - |
dc.publisher | ELSEVIER SCIENCE INC | - |
dc.subject | TEST-CASE PRIORITIZATION | - |
dc.title | Using hybrid algorithm for Pareto efficient multi-objective test suite minimisation | - |
dc.type | Article | - |
dc.identifier.wosid | 000275967500014 | - |
dc.identifier.scopusid | 2-s2.0-76749160721 | - |
dc.type.rims | ART | - |
dc.citation.volume | 83 | - |
dc.citation.issue | 4 | - |
dc.citation.beginningpage | 689 | - |
dc.citation.endingpage | 701 | - |
dc.citation.publicationname | JOURNAL OF SYSTEMS AND SOFTWARE | - |
dc.identifier.doi | 10.1016/j.jss.2009.11.706 | - |
dc.contributor.localauthor | Yoo, Shin | - |
dc.contributor.nonIdAuthor | Harman, Mark | - |
dc.type.journalArticle | Article | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.