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270views
16 years 9 months ago
A Field Guide To Genetic Programming
"GP is a systematic, domain-independent method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. Using ideas...
Riccardo Poli, William B. Langdon, Nicholas Freit...
CNSR
2006
IEEE
139views Communications» more  CNSR 2006»
15 years 7 months ago
Genetic Programming Based WiFi Data Link Layer Attack Detection
This paper presents a genetic programming based detection system for Data Link layer attacks on a WiFi network. We explore the use of two different fitness functions in order to ...
Patrick LaRoche, A. Nur Zincir-Heywood
ADBIS
2005
Springer
100views Database» more  ADBIS 2005»
15 years 7 months ago
Evolutionary Learning of Boolean Queries by Genetic Programming
Abstract. The performance of an information retrieval system is usually measured in terms of two different criteria, precision and recall. This way, the optimization of any of its...
Suhail S. J. Owais, Pavel Krömer, Václ...
ICEC
1994
90views more  ICEC 1994»
15 years 2 months ago
Learning and Upgrading Rules for an OCR System Using Genetic Programming
:Rule-basedsystemsused for OpticalCharacterRecognition (OCR)are notoriously difficultto write,maintain,and upgrade. Thispaperdescribesa method forusing Genetic Programming(GP) to e...
David Andre
GECCO
2004
Springer
105views Optimization» more  GECCO 2004»
15 years 7 months ago
Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators
In a series of papers [3-8], Daida et. al. highlighted the difficulties posed to Genetic Programming (GP) by the complexity of the structural search space, and attributed the probl...
Nguyen Xuan Hoai, Robert I. McKay