5 search results - page 1 / 1 » New Crossover Operator for Evolutionary Rule Discovery in XC... |
HIS
2008
13 years 6 months ago
2008
XCS is a learning classifier system that combines a reinforcement learning scheme with evolutionary algorithms to evolve rule sets on-line by means of the interaction with an envi...
EC
2006
13 years 5 months ago
2006
Learning Classifier Systems (LCSs), such as the accuracy-based XCS, evolve distributed problem solutions represented by a population of rules. During evolution, features are speci...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
The development of the XCS Learning Classifier System [26] has produced a stable implementation, able to consistently identify the accurate and optimally general population of cla...
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
This paper proposes a new smart crossover operator for a Pittsburgh Learning Classifier System. This operator, unlike other recent LCS approaches of smart recombination, does not ...
RAID
2009
Springer
13 years 11 months ago
2009
Springer
In this paper, we leverage the concepts of formal grammar and genetic operators to evolve malware. As a case study, we take COM infectors and design their formal grammar with produ...