Automated Test Data Generation using Search Based Software Engineering Export

@inproceedings{harman07automated, abstract = {Generating test data is a demanding process. Without automation, the process is slow, expensive and errorprone. However, techniques to automate test data generation must cater for a bewildering variety of functional and non-functional test adequacy criteria and must either implicitly or explicitly solve problems involving state propagation and constraint satisfaction. This talk will show how optimisation techniques associated with Search Based Software Engineering (SBSE) have been used to automate test data generation. The talk will survey the area and present the results of recent work on characterising, transforming and eliding test data search landscapes.}, address = {Washington, DC, USA}, author = {Harman, Mark}, booktitle = {AST '07: Proceedings of the Second International Workshop on Automation of Software Test}, citeulike-article-id = {5845259}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1270230.1270255}, citeulike-linkout-1 = {http://dx.doi.org/10.1109/AST.2007.4}, doi = {10.1109/AST.2007.4}, isbn = {0-7695-2971-2}, keywords = {genetic-algorithm, search-based-testing, softnet, test-data-generation}, pages = {2+}, posted-at = {2009-09-27 10:43:27}, priority = {4}, publisher = {IEEE Computer Society}, title = {Automated Test Data Generation using Search Based Software Engineering}, url = {http://dx.doi.org/10.1109/AST.2007.4}, year = {2007} }

TY - CONF ID - harman07automated L3 - citeulike-article-id:5845259 N2 - Generating test data is a demanding process. Without automation, the process is slow, expensive and errorprone. However, techniques to automate test data generation must cater for a bewildering variety of functional and non-functional test adequacy criteria and must either implicitly or explicitly solve problems involving state propagation and constraint satisfaction. This talk will show how optimisation techniques associated with Search Based Software Engineering (SBSE) have been used to automate test data generation. The talk will survey the area and present the results of recent work on characterising, transforming and eliding test data search landscapes. SN - 0-7695-2971-2 AD - Washington, DC, USA TI - Automated Test Data Generation using Search Based Software Engineering PB - IEEE Computer Society T2 - AST '07: Proceedings of the Second International Workshop on Automation of Software Test SP - 2 KW - genetic-algorithm KW - search-based-testing KW - softnet KW - test-data-generation AU - Harman, Mark PY - 2007/// UR - http://dx.doi.org/10.1109/AST.2007.4 ER -