27 search results - page 1 / 6 » Hierarchical genetic programming based on test input subsets |
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
Crucial to the more widespread use of evolutionary computation techniques is the ability to scale up to handle complex problems. In the field of genetic programming, a number of d...
EUROGP
2010
Springer
13 years 6 months ago
2010
Springer
We propose a new framework based on Genetic Programming (GP) to automatically decompose problems into smaller and simpler tasks. The framework uses GP at two levels. At the top lev...
ACSAC
2007
IEEE
13 years 10 months ago
2007
IEEE
We present an extension of traditional "black box" fuzz testing using a genetic algorithm based upon a Dynamic Markov Model fitness heuristic. This heuristic allows us t...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
— A Cascaded model is introduced for mining large datasets using Genetic Programming without recourse to specialist hardware. Such an algorithm satisfies the seeming conflictin...
KBSE
1997
IEEE
13 years 8 months ago
1997
IEEE
In software testing, it is often desirable to find test inputs that exercise specific program features. To find these inputs by hand is extremely time-consuming, especially whe...