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» Evolutionary testing of classes
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229
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EC
2011
262views ECommerce» more  EC 2011»
14 years 10 months ago
Computer-Automated Evolution of an X-Band Antenna for NASA's Space Technology 5 Mission
Whereas the current practice of designing antennas by hand is severely limited because it is both time and labor intensive and requires a significant amount of domain knowledge, ...
Gregory Hornby, Jason D. Lohn, Derek S. Linden
111
Voted
GEM
2008
15 years 5 months ago
Initial Population Diversity Does Not Influence Performance
- It is widely believed that greater initial population diversity leads to improved performance in genetic algorithms. However, this assumption has not been rigorously tested previ...
Pedro A. Diaz-Gomez, Dean F. Hougen
MODELS
2007
Springer
15 years 9 months ago
Deriving Input Partitions from UML Models for Automatic Test Generation
Abstract. In this paper, we deal with model-based automatic test generation. We show how to use UML state machines, UML class diagrams, and OCL expressions to automatically derive ...
Stephan Weißleder, Bernd-Holger Schlingloff
ITC
2002
IEEE
94views Hardware» more  ITC 2002»
15 years 8 months ago
Techniques to Reduce Data Volume and Application Time for Transition Test
1 Scan based transition tests are added to improve the detection of speed failures using scan tests. Empirical data suggests that both data volume and application time, for transi...
Xiao Liu, Michael S. Hsiao, Sreejit Chakravarty, P...
141
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GECCO
2006
Springer
205views Optimization» more  GECCO 2006»
15 years 7 months ago
Bounding XCS's parameters for unbalanced datasets
This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...
Albert Orriols-Puig, Ester Bernadó-Mansilla