The aim of this study is to show the possibility of design support for site planning of low-rise housings by the simulated breeding with gene manipulation. The system supports users (architects) with various solutions which satisfy design constraints (building coverage, viable unit plans, accessibility to units, minimum exposure of sunlight, optimum ventilation and densely level). Users are allowed to operate and modify the given solutions if necessary. Through our interactive technique, users and the system could evolve site plan to a better one. Genetic algorithms with immune system form the mechanisms of the tools such as evolutionary calculating, and artificial operations including gene manipulation enables users to improve the breed of solutions. Furthermore, graphics user interface plays an important part in Computer-Human Interaction.