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http://hdl.handle.net/10071/16844
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Title: Shaper-GA: automatic shape generation for modular house design
Authors: Taborda, B.
de Almeida, A.
Santos, F.
Eloy, S.
Kwiecinski, K.
Keywords: Automatic layout design
Cutting
Genetic algorithms
Language of design
Packing
Issue Date: 2018
Publisher: ACM
Abstract: 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.
Peer reviewed: yes
URI: https://ciencia.iscte-iul.pt/id/ci-pub-49288
http://hdl.handle.net/10071/16844
DOI: 10.1145/3205455.3205609
Appears in Collections:ISTAR-CRI - Comunicações a conferências internacionais

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