50 search results - page 1 / 10 » Quadratic Bloat in Genetic Programming |
GECCO
2000
Springer
13 years 8 months ago
2000
Springer
In earlier work we predicted program size would grow in the limit at a quadratic rate and up to fty generations we measured bloat O(generations1:2;1:5). On two simple benchmarks w...
EC
2006
13 years 4 months ago
2006
Genetic programming has highlighted the problem of bloat, the uncontrolled growth of the average size of an individual in the population. The most common approach to dealing with ...
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...
EUROGP
2009
Springer
13 years 11 months ago
2009
Springer
Code bloat, the excessive increase of code size, is an important issue in Genetic Programming (GP). This paper proposes a theoretical analysis of code bloat in GP from the perspec...
PPSN
2000
Springer
13 years 8 months ago
2000
Springer
To investigate the fundamental causes of bloat, six artificial random binary tree search spaces are presented. Fitness is given by program syntax (the genetic programming genotype)...