32 search results - page 2 / 7 » The Root Causes of Code Growth in Genetic Programming |
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...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
In this paper we examine how the choice of functions in a genetic program (GP) affects the rate of code growth and the development of resilient individuals. We find that functio...
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
This research examines the behavior of inoperative code (introns) in the evolution of genetically robust solutions. Genetically robust solutions are solutions that are less likely...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
The authors employ multiple crossovers as a novel natural extension to crossovers as a mixing operator. They use this as a framework to explore the ideas of code growth. Empirical...
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
Program bloat is a fundamental problem in the field of Genetic Programming (GP). Exponential growth of redundant and functionally useless sections of programs can quickly overcome...