104 search results - page 2 / 21 » Mutation Rates in the Context of Hybrid Genetic Algorithms |
GECCO
2006
Springer
13 years 10 months ago
2006
Springer
The importance of mutation varies across evolutionary computation domains including: genetic programming, evolution strategies, and genetic algorithms. In the genetic programming ...
GECCO
2005
Springer
13 years 12 months ago
2005
Springer
In this paper we introduce an application of real-coded genetic algorithms to the problem of consistent graph layout and exploring the role of mutation for this particular problem...
GECCO
2000
Springer
13 years 10 months ago
2000
Springer
It has been argued that optimal per-locus mutation rates in GAs are proportional to selection pressure and the reciprocal of genotype length. In this paper we suggest that the not...
GECCO
2005
Springer
13 years 12 months ago
2005
Springer
Using a dynamic systems model for the Simple Genetic Algorithm due to Vose[1], we analyze the fixed point behavior of the model without crossover applied to functions of unitation...
GECCO
2006
Springer
13 years 10 months ago
2006
Springer
Using a set of model landscapes we examine how different mutation rates affect different search metrics. We show that very universal heuristics, such as 1/N and the error threshol...