GPEM
2002
13 years 4 months ago
2002
In this paper we use genetic programming for changing the representation of the input data for machine learners. In particular, the topic of interest here is feature construction i...
GPEM
2002
13 years 4 months ago
2002
GPEM
2002
13 years 4 months ago
2002
Push is a programming language designed for the expression of evolving programs within an evolutionary computation system. This article describes Push and illustrates some of the o...
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...
GPEM
2002
13 years 4 months ago
2002
GPEM
2002
13 years 4 months ago
2002
A number of algorithms have been proposed aimed at tackling the problem of learning "Gene Linkage" within the context of genetic optimisation, that is to say, the problem...
GPEM
2002
13 years 4 months ago
2002
A representation-less model for genetic programming is presented. The model is intended to examine the mechanisms that lead to bloat in genetic programming (GP). We discuss two hyp...
GPEM
2002
13 years 4 months ago
2002
Ant Colony Optimization (ACO) is a metaheuristic used to solve combinatorial optimization problems. As with other metaheuristics, like evolutionary methods, ACO algorithms often sh...