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MCU
2007
95views Hardware» more  MCU 2007»
13 years 10 months ago
Slightly Beyond Turing's Computability for Studying Genetic Programming
Inspired by genetic programming (GP), we study iterative algorithms for non-computable tasks and compare them to naive models. This framework justifies many practical standard tri...
Olivier Teytaud
KES
2008
Springer
13 years 8 months ago
Developmental evaluation in Genetic Programming: The TAG-based frame work
We build on our previous feasibility studies [18,20], which demonstrated the impact of evaluation during development in the DEVTAG system, and here present a fullfledged developmen...
Tuan Hao Hoang, Daryl Essam, Robert I. McKay, Nguy...
GPEM
2000
80views more  GPEM 2000»
13 years 8 months ago
Explanatory Analysis of the Metabolome Using Genetic Programming of Simple, Interpretable Rules
Genetic programming, in conjunction with advanced analytical instruments, is a novel tool for the investigation of complex biological systems at the whole-tissue level. In this stu...
Helen E. Johnson, Richard J. Gilbert, Michael K. W...

Book
270views
15 years 4 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»
14 years 2 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