3 search results - page 1 / 1 » Fitness uniform deletion: a simple way to preserve diversity |
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
A commonly experienced problem with population based optimisation methods is the gradual decline in population diversity that tends to occur over time. This can slow a system’s ...
CORR
2006
Springer
13 years 4 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
2010
Springer
13 years 9 months ago
2010
Springer
Crowding is a technique used in genetic algorithms to preserve diversity in the population and to prevent premature convergence to local optima. It consists of pairing each offsp...