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|
|Book Title:||GECCO 2005 : Genetic and Evolutionary Computation Conference, June 25-29, 2005 (Saturday-Wednesday) Washington, D.C., USA|
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