74 search results - page 1 / 15 » An Analysis of Automatic Subroutine Discovery in Genetic Pro... |
GECCO
1999
Springer
13 years 9 months ago
1999
Springer
This paper analyses Rosca's ARL as a general framework for automatic subroutine discovery. We review and compare a number of heuristics for code selection, and experimentally...
AAAI
1996
13 years 6 months ago
1996
Procedural representations of control policies have two advantages when facing the scale-up problem in learning tasks. First they are implicit, with potential for inductive genera...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
The use of machine learning techniques to automatically analyse data for information is becoming increasingly widespread. In this paper we examine the use of Genetic Programming a...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
In this paper, we provide an algorithm that systematically considers all small trees in the search space of genetic programming. These small trees are used to generate useful subr...
ICCS
2005
Springer
13 years 10 months ago
2005
Springer
In this paper we describe our recent use of genetic programming methods to automatically discover CA rule sets that produce self-replication of arbitrary given structures. Our init...