Darwin chose the name as an analogy with artificial selection ( selective breeding ) . Darwin thought of natural selection by analogy to how farmers select crops or livestock for breeding , which he called `` artificial selection '' ; in his early manuscripts he referred to a ` Nature ' which would do the selection .