145 search results - page 1 / 29 » An Analysis of the Causes of Code Growth in Genetic Programm... |
GPEM
2002
13 years 4 months ago
2002
Abstract. This research examines the cause of code growth (bloat) in genetic programming (GP). Currently there are three hypothesized causes of code growth in GP: protection, drift...
EUROGP
2003
Springer
13 years 10 months ago
2003
Springer
This paper discusses the underlying pressures responsible for code growth in genetic programming, and shows how an understanding of these pressures can be used to use to eliminate...
GECCO
2008
Springer
13 years 5 months ago
2008
Springer
The crossover bias theory for bloat [18] is a recent result which predicts that bloat is caused by the sampling of short, unfit programs. This theory is clear and simple, but it ...
EUROGP
1998
Springer
13 years 9 months ago
1998
Springer
The problem of evolving, using mutation, an artificial ant to follow the Santa Fe trail is used to study the well known genetic programming feature of growth in solution length. Kn...
EC
1998
13 years 4 months ago
1998
Parsimony pressure, the explicit penalization of larger programs, has been increasingly used as a means of controlling code growth in genetic programming. However, in many cases p...