This paper deals with natural growth mechanisms applied to architectural design processes. We implement a genetic algorithm as part of a digital tool to be used in the creative design process. This evolutionary process is evaluated by means of environmental parameters, passive solar qualities and the designeris individual requirements. A morphogenetic process is put forward, based on a “metamorphosis strategy”.