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» Breeding Software Test Cases with Genetic Algorithms
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SIGADA
2004
Springer
14 years 24 days ago
Comparative analysis of genetic algorithm implementations
Genetic Algorithms provide computational procedures that are modeled on natural genetic system mechanics, whereby a coded solution is “evolved” from a set of potential solutio...
Robert Soricone, Melvin Neville
COMPSAC
2006
IEEE
14 years 1 months ago
Backtracking Algorithms and Search Heuristics to Generate Test Suites for Combinatorial Testing
Combinatorial covering arrays have been used in several testing approaches. This paper first discusses some existing methods for finding such arrays. Then a SAT-based approach a...
Jun Yan, Jian Zhang
CEC
2007
IEEE
14 years 1 months ago
Estimation of distribution algorithms for testing object oriented software
— One of the main tasks software testing involves is the generation of the test cases to be used during the test. Due to its expensive cost, the automation of this task has becom...
Ramón Sagarna, Andrea Arcuri, Xin Yao
ISSRE
2000
IEEE
13 years 12 months ago
Building Trust into OO Components Using a Genetic Analogy
Despite the growing interest for component-based systems, few works tackle the question of the trust we can bring into a component. This paper presents a method and a tool for bui...
Benoit Baudry, Vu Le Hanh, Jean-Marc Jéz&ea...
GECCO
2009
Springer
156views Optimization» more  GECCO 2009»
14 years 2 months ago
Insight knowledge in search based software testing
Software testing can be re-formulated as a search problem, hence search algorithms (e.g., Genetic Algorithms) can be used to tackle it. Most of the research so far has been of emp...
Andrea Arcuri