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» Automatic program repair with evolutionary computation
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CACM
2010
105views more  CACM 2010»
13 years 4 months ago
Automatic program repair with evolutionary computation
Therearemanymethodsfordetectingandmitigatingsoftware errors but few generic methods for automatically repairing errors once they are discovered. This paper highlights recent work ...
Westley Weimer, Stephanie Forrest, Claire Le Goues...
KBSE
2010
IEEE
13 years 3 months ago
Automated program repair through the evolution of assembly code
A method is described for automatically repairing legacy software at the assembly code level using evolutionary computation. The technique is demonstrated on Java byte code and x8...
Eric Schulte, Stephanie Forrest, Westley Weimer
GECCO
2006
Springer
213views Optimization» more  GECCO 2006»
13 years 8 months ago
Evolutionary unit testing of object-oriented software using strongly-typed genetic programming
Evolutionary algorithms have successfully been applied to software testing. Not only approaches that search for numeric test data for procedural test objects have been investigate...
Stefan Wappler, Joachim Wegener
GECCO
2010
Springer
172views Optimization» more  GECCO 2010»
13 years 9 months ago
Designing better fitness functions for automated program repair
Evolutionary methods have been used to repair programs automatically, with promising results. However, the fitness function used to achieve these results was based on a few simpl...
Ethan Fast, Claire Le Goues, Stephanie Forrest, We...
ETD2000
1995
13 years 8 months ago
Automatic generation of a neural network architecture using evolutionary computation
This paper reports the application of evolutionary computation in the automatic generation of a neural network architecture.It is a usual practice to use trial and error to find a...
E. Vonk, Lakhmi C. Jain, L. P. J. Veelenturf, R. J...