Shaper-GA: automatic shape generation for modular house design

• Main Author: Taborda, B.
• Publication Date: 2018
• Other Authors: de Almeida, A., Santos, F., Eloy, S., Kwiecinski, K.
• Language: eng
• Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
• Download full: https://ciencia.iscte-iul.pt/id/ci-pub-49288; http://hdl.handle.net/10071/16844
• topic: Automatic layout design; Cutting; Genetic algorithms; Language of design; Packing

This work presents a Genetic Algorithm (GA) approach to produce automatic designs for modular houses: Shaper-GA. A set of architectural design rules defining a language of design is incorporated into the GA fitness function. When possible genetic drift or local convergence might be occurring, the method starts an adaptive mutation rate to overcome fitness stagnation. The GA tool efficiently produces several layout solutions obeying the design rules and further placement constraints. Such a tool can be integrated into an appropriate user interface allowing future house owners to customize their own house or construction companies to answer client's' requirements while complying with a language of design.