First, we consider breeding colonies with uncontrolled mating (Fig. 1). A worker group W in year t receives half of its genetic material from its queen Q, which in turn is an offspring from a selected colony in year , and thus on average, has a breeding value equal to . The other half of its genetic material comes from the drones which Q mated with. The drone producing queens are unselected and from year . With probability , they are breeding queens of that year and thus have an average breeding value equal to . With probability , they are passive queens of year . In this case, a further distinction is necessary, since the colony from which a passive queen originates may be an unselected breeding colony (probability ) with an average breeding value equal to or a passive colony (probability ) with an average breeding value equal to . Combining all paths of inheritance, we arrive at the following recursive equation for the average true breeding values in the breeding population:
If we assume that , , and are constant over years, grouping terms for breeding and passive populations yields:
In the passive population, a worker group W in year t receives half of its genetic material from its queen Q, which in turn comes either from an unselected breeding colony (probability ) with average true breeding value , or from a passive colony (probability ) with average breeding value (Fig. 1). Therefore, Q has an average breeding value that is equal to . For the paternally inherited genetic material, the same considerations as with uncontrolled mating for the breeding population apply. This yields:
which in analogy to Eq. 2, again under the assumption of constant , , and , can be rearranged to
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