This paper describes the use of evolutionary and artificial life techniques in sound design and the development of performance mapping to facilitate the real-time manipulation of such sounds through some input device controlled by the performer. A concrete example of such a system is briefly described which allows musicians without detailed knowledge and experience of sound synthesis techniques to develop new sounds and performance manipulation mappings interactively according to their own aesthetic judgements.