This paper presents a methodology for the synthesis of path generating mechanisms using Genetic Algorithms GAs). GAs are a novel search and optimisation technique inspired by the principles of natural evolution and survival of the fittest . The problem used to illustrate the use of GAs in this way is the synthesis of a four bar mechanism to provide a desired output path.