Neo-Darwinism neo·dar·wi·nism uncommon noun 1. a modern Darwinian theory that explains new species in terms of genetic mutations Related words Broader terms Darwinism WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.