Fitness uniform deletion: A simple way to preserve diversity
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 progress or even halt it completely if the population converges on a local optimum from which it cannot escape. In this paper we present the Fitness Uniform Deletion Scheme (FUDS), a simple but somewhat unconventional approach to this problem. Under FUDS the deletion operation is modified to only delete those individuals...[Show more]
|Collections||ANU Research Publications|
|Source:||The Proceedings of the Genetic and Evolutionary Computation Confeence (GECCO 2005)|
|01_Legg_Fitness_uniform_deletion:_A_2005.pdf||245.89 kB||Adobe PDF||Request a copy|
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