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Publication Detailed Description
2018 Genetic and Evolutionary Computation Conference, GECCO 2018
Year (definitive publication)
2018
Language
English
Country
Japan
More Information
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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.
Acknowledgements
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Keywords
Automatic layout design,Cutting,Genetic algorithms,Language of design,Packing
Fields of Science and Technology Classification
- Computer and Information Sciences - Natural Sciences
Funding Records
| Funding Reference | Funding Entity |
|---|---|
| UID/MULTI/0446/2013 | Fundação para a Ciência e a Tecnologia |
Contributions to the Sustainable Development Goals of the United Nations
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