On the supply of building blocks

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Parameter Control in Evolutionary Algorithms: Trends and Challenges (2015, background): “Goldberg et al. [87] derive the probability that all building blocks are present in a population and, based on that, an equation that calculates a minimum necessary population size as a function of the alphabet cardinality, the size and the number of building blocks.”
An introduction and survey of estimation of distribution algorithms (2011, background): “The population size in EDAs is closely related to the reliability and complexity of the search, similarly as for other population-based evolutionary algorithms [153,154,18].”