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» Automated backward error analysis for numerical code
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KBSE
2005
IEEE
13 years 11 months ago
Locating faulty code using failure-inducing chops
Software debugging is the process of locating and correcting faulty code. Prior techniques to locate faulty code either use program analysis techniques such as backward dynamic pr...
Neelam Gupta, Haifeng He, Xiangyu Zhang, Rajiv Gup...
PTS
2010
134views Hardware» more  PTS 2010»
13 years 3 months ago
A Learning-Based Approach to Unit Testing of Numerical Software
We present an application of learning-based testing to the problem of automated test case generation (ATCG) for numerical software. Our approach uses n-dimensional polynomial model...
Karl Meinke, Fei Niu
HICSS
2007
IEEE
125views Biometrics» more  HICSS 2007»
13 years 11 months ago
Stochastic Formal Methods: An Application to Accuracy of Numeric Software
— This paper provides a bound on the number of numeric operations (fixed or floating point) that can safely be performed before accuracy is lost. This work has important implic...
Marc Daumas, David Lester
VMCAI
2005
Springer
13 years 11 months ago
An Overview of Semantics for the Validation of Numerical Programs
Interval computations, stochastic arithmetic, automatic differentiation, etc.: much work is currently done to estimate and to improve the numerical accuracy of programs but few c...
Matthieu Martel
CP
1998
Springer
13 years 9 months ago
Error-Correcting Source Code
We study how constraint-based static analysis can be applied to the automated and systematic debugging of program errors. Strongly moding and constraint-based mode analysis are tur...
Yasuhiro Ajiro, Kazunori Ueda, Kenta Cho