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116
Voted
GECCO
2004
Springer
15 years 8 months ago
2004
Springer
A new graph-based evolutionary algorithm named “Genetic Network Programming, GNP” has been proposed. GNP represents its solutions as directed graph structures, which can improv...
106
Voted
CEC
2010
IEEE
15 years 2 months ago
2010
IEEE
— This paper presents the G3PARM algorithm for mining representative association rules. G3PARM is an evolutionary algorithm that uses G3P (Grammar Guided Genetic Programming) and...
GECCO
2003
Springer
15 years 7 months ago
2003
Springer
This paper presents a hypothesis about an undiscovered class of mechanisms that exist in standard GP. Rather than being intentionally designed, these mechanisms would be an uninten...
124
Voted
ICML
1998
IEEE
16 years 3 months ago
1998
IEEE
Genetic Programming (GP) is a machine learning technique that was not conceived to use domain knowledge for generating new candidate solutions. It has been shown that GP can bene ...
106
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GECCO
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. Bloat is a common and well studied problem in genetic programming. Size and depth limits are often used to combat bloat, but to date there has been little detailed explor...