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82
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MCU
2007
95views Hardware» more  MCU 2007»
15 years 3 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
97
Voted
KES
2008
Springer
15 years 2 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»
15 years 2 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...
182
Voted

Book
270views
16 years 10 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 8 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