Selection and evaluation of test data sets based on genetic programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{sbes2002meta006,
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title = "Selection and evaluation of test data sets based on
genetic programming",
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author = "Maria Claudia F. P. Emer and Silvia Regina Vergilio",
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year = "2002",
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identifier = "sbes2002article006",
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language = "por",
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rights = "Sociedade Brasileira de Computa{\c c}{\~a}o",
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source = "sbes2002",
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booktitle = "XVI Simposio Brasileiro de Engenharia de Software",
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pages = "82--97",
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address = "Gramado, Rio Grande do Sul, Brasil",
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keywords = "genetic algorithms, genetic programming, SBSE, GPBT,
GPtesT, search based testing, SE, mutation testing",
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URL = "http://www.lbd.dcc.ufmg.br:8080/colecoes/sbes/2002/004.pdf",
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size = "16 pages",
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abstract = "A testing criterion is a predicate to be satisfied and
generally addresses two important questions related to:
1) the selection of test cases capable of revealing as
many faults as possible; and 2) the evaluation of a
test set to consider the test ended. Studies show that
fault based criteria, such as mutation testing, are
very efficacious, but very expensive in terms of the
number of test cases. Mutation testing uses mutation
operators to generate alternatives for the program P
under test. The goal is to derive test cases to
producing different behaviours in P and its
alternatives. This approach usually does not allow the
test of interaction between faults since the
alternative differs from P by a simple modification.
This work explores the use of Genetic Programming (GP)
to derive alternatives for testing P and describes two
GP-based test procedures for selection and evaluation
of test data. Experimental results show the GP approach
applicability and allow comparison with mutation
testing.",
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notes = "http://www.lbd.dcc.ufmg.br/bdbcomp/servlet/Trabalho?id=5248
triangle, chameleon and C, Grammar for factorial
program, Proteum, Equivalent mutants",
- }
Genetic Programming entries for
Maria Claudia Figueiredo Pereira Emer
Silvia Regina Vergilio
Citations