Plant breeding is the practice of creating improved varieties of cultivated crops with for instance a higher yield, better appearance or enhanced disease resistance. We will develop optimisation algorithms to construct good crossing schedules, which will lead to individuals that possess a selection of desired favorable traits. Plant breeding projects typically contain large collections of varieties, which are often too large to be handled in practice. We will develop algorithms to select a smaller subset that is still a good representative of the complete collection.