13 search results - page 1 / 3 » "Optimal" mutation rates for genetic search |
GECCO
2006
Springer
13 years 8 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...
GECCO
2008
Springer
13 years 5 months ago
2008
Springer
Self-adaptation is used a lot in Evolutionary Strategies and with great success, yet for some reason it is not the mutation adaptation of choice for Genetic Algorithms. This poste...
ICGA
1993
13 years 6 months ago
1993
It is part of the traditional lore of genetic algorithms that low mutation rates lead to efficient search of the solution space, while high mutation rates result in diffusion of s...
GECCO
2005
Springer
13 years 10 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
2005
Springer
13 years 10 months ago
2005
Springer
Instead of having fixed px and pm, this paper presents the use of fuzzy logic to adaptively tune px and pm for optimization of power electronic circuits throughout the process. By...