Analysing Equilibrium States for Population Diversity
Johannes Lengler,
Andre Opris,
Dirk Sudholt
Abstract:Population diversity is crucial in evolutionary algorithms as it helps with global exploration and facilitates the use of crossover. Despite many runtime analyses showing advantages of population diversity, we have no clear picture of how diversity evolves over time. We study how the population diversity of $$(\mu +1)$$
(
μ
+
1
)
algorithms, measured by the sum of pairwise … Show more
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