Building a genetically engineerable evolvable program (GEEP) using breadth-based explicit knowledge for predicting software defects

@article{Kaminsky2004BuildingAG,
  title={Building a genetically engineerable evolvable program (GEEP) using breadth-based explicit knowledge for predicting software defects},
  author={Kim Kaminsky and Gary D. Boetticher},
  journal={IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.},
  year={2004},
  volume={1},
  pages={10-15 Vol.1}
}
There has been extensive research in the area of data mining over the last decade, but relatively little research in algorithmic mining. Some researchers shun the idea of incorporating explicit knowledge with a Genetic Program environment. At best, very domain specific knowledge is hard wired into the GP modeling process. This work proposes a new approach called the Genetically Engineerable Evolvable Program (GEEP). In this approach, explicit knowledge is made available to the GP. It is… CONTINUE READING
Highly Cited
This paper has 17 citations. REVIEW CITATIONS

References

Publications referenced by this paper.
Showing 1-10 of 14 references

An Enhanced Neural Nerwrk Technique for &/woore Risk Analysis

  • ISINeumann, E Donald
  • IEEE Transactions on SomVsre Engineering,
  • 2002

A genetic engincering extension to genetic algorithms

  • Peter John Angeline
  • Evolurionory Sysrems
  • 2001

A genetic engincering extension to genetic algorithms, Evolurionory Sysrems

  • JS Gem, V Kazakov
  • 2001

A real-rime o d q f i v e trading sysrem wing gemtic progmmming

  • H DcmpsterMA, CM Jones
  • Quantitative Finance Vol. I , institute of…
  • 2001

A Cririque of &/?ware Defecf Predicrion Mod

  • IlIFenton, E Norman
  • IEEE Transactions on S o h a r e Engineering,
  • 1999

GP-bared Softwre Quality Prediction

  • Evett, Manhcw, Khoshgoftar, Taghi
  • Genetic Programming
  • 1998

Genetic programming and emcrgent intelligence

  • Angeline, Peter John
  • Advances in Generic Pmgmmming,
  • 1994

Leaming and upgrading rules for an OCR system using genetic prog”ing

  • Andre, David
  • In Proceedings of the 1994 IEEE World Congrss on…
  • 1994

Similar Papers

Loading similar papers…