I was listening to some podcasts on the subject. In addition to what other people said, they sent out active explorers looking for new islands and even had a standard way of organizing a new colonial fleet. It was very purposeful. The explorers did in some cases set off in random directions, but they had ways of looking for land as other people had already explaining, and knew now to reliably return.
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