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» Genetic programming and evolutionary generalization
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GPEM
2010
134views more  GPEM 2010»
14 years 8 months ago
An ensemble-based evolutionary framework for coping with distributed intrusion detection
A distributed data mining algorithm to improve the detection accuracy when classifying malicious or unauthorized network activity is presented. The algorithm is based on genetic p...
Gianluigi Folino, Clara Pizzuti, Giandomenico Spez...
65
Voted
EUROGP
2001
Springer
15 years 2 months ago
Polymorphism and Genetic Programming
Abstract. Types have been introduced to Genetic Programming (GP) by researchers with different motivation. We present the concept of types in GP and introduce a typed GP system, Po...
Tina Yu
GECCO
2007
Springer
156views Optimization» more  GECCO 2007»
15 years 3 months ago
Hierarchical genetic programming based on test input subsets
Crucial to the more widespread use of evolutionary computation techniques is the ability to scale up to handle complex problems. In the field of genetic programming, a number of d...
David Jackson
EH
2002
IEEE
185views Hardware» more  EH 2002»
15 years 2 months ago
Automatic Synthesis Using Genetic Programming of an Improved General-Purpose Controller for Industrially Representative Plants
Most real-world controllers are composed of proportional, integrative, and derivative signal processing blocks. The so-called PID controller was invented and patented by Callender...
Martin A. Keane, John R. Koza, Matthew J. Streeter
EUROGP
2001
Springer
110views Optimization» more  EUROGP 2001»
15 years 2 months ago
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover
Abstract. In this paper a new, general and exact schema theory for genetic programming is presented. The theory includes a microscopic schema theorem applicable to crossover operat...
Riccardo Poli