A configurable hardware logic device is configured to implement a complete evolutionary algorithm in hardware. The configured hardware logic device produces an initial population of individuals, carries out fitness tests on the initial population of individuals, selects an individual or individuals of the initial population on the basis of results of the fitness tests, breeds a further population of individuals from the selected individual or individuals, and provides a single preferred selected individual from the further population of individuals.