Publication in conference proceedings Q3
A genetic algorithm application for automatic layout design of modular residential homes
Ana de Almeida (De Almeida, A.); Bruno Taborda (Taborda, B.); Filipe Santos (Santos, F.); Krystian Kwiecinski (Kwiecinski, K.); Sara Eloy (Eloy, S.);
2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016
Year (definitive publication)
2016
Language
English
Country
United States of America
More Information
Web of Science®

Times Cited: 11

(Last checked: 2026-04-11 14:33)

View record in Web of Science®

Scopus

Times Cited: 10

(Last checked: 2026-04-03 23:23)

View record in Scopus


: 1.7
Google Scholar

Times Cited: 22

(Last checked: 2026-04-11 16:56)

View record in Google Scholar

This publication is not indexed in Overton

Abstract
This work presents an evolutionary approach that enables the automatic design of modular residential homes in mass customized production. Given a set of modular placement rules for the design, the formal problem can be viewed as a two-dimensional single large object placement problem with fixed dimensions and additional positioning constraints. This formulation results in the search of a floor plan layout constrained by dimensional and positional restrictions over a combinatorial size search space. A genetic algorithm strategy for the automation of floor plan design was implemented and shown to deliver the required design solution layouts. The layouts, when embedded into a proper graphical interface system will allow for future owners to acquire houses fitting their exact needs at affordable prices, improving the quality of living while simultaneously complying with a language of design.
Acknowledgements
--
Keywords
  • Computer and Information Sciences - Natural Sciences
  • Civil Engineering - Engineering and Technology
  • Electrical Engineering, Electronic Engineering, Information Engineering - Engineering and Technology
Funding Records
Funding Reference Funding Entity
UID/MULTI/0446/2013 Fundação para a Ciência e a Tecnologia