It is shown how decision support tools in the domain of conceptual design in architecture can be efficiently developed within the paradigm of Model-Driven Engineering (MDE). A prototype software is presented that allows the user to specify functional requirements for the designed building and then to map them onto certain subspaces. Hierarchical graphs and graph grammars serve as a knowledge representation tool. The final result is a 3D-view of the designed object coded automatically in the VRML and available on the screen. Hiding technicalities behind intuitive GUI we are able to win the interest of the designer and to convince him or her that the proposed tool increases productivity and creativity in the conceptual design phase.
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