117 search results - page 2 / 24 » Optimal Mutation Rates and Selection Pressure in Genetic Alg... |
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
This paper presents an Adaptive Genetic Algorithm (AGA) where selection pressure, crossover and mutation probabilities are adapted according to population diversity statistics. Th...
FLAIRS
2006
13 years 6 months ago
2006
In this paper we test whether a correlation exists between the optimal mutation rate and problem difficulty. We find that the range of optimal mutation rates is inversely proporti...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
Recent results show that the Differential Evolution algorithm has significant difficulty on functions that are not linearly separable. On such functions, the algorithm must rely...
CORR
2006
Springer
13 years 5 months ago
2006
Springer
Abstract-- In evolutionary algorithms, the fitness of a population increases with time by mutating and recombining individuals and by a biased selection of more fit individuals. Th...
GECCO
2009
Springer
13 years 12 months ago
2009
Springer
When an optimization problem is encoded using genetic algorithms, one must address issues of population size, crossover and mutation operators and probabilities, stopping criteria...