An interactive approach for evolving pareto optimal architectural form

Camilo Cruz; Michael Kirley; Justyna Karakiewicz

doi:10.5555/3289787.3289792

An interactive approach for evolving pareto optimal architectural form

Camilo Cruz, Michael Kirley, Justyna Karakiewicz

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

Abstract

Architectural design is regarded as a challenging open ended activity aimed to transform an existing reality into a desired one. This transformation takes place via the generation of design alternatives. Digital morphogenesis techniques lend themselves to the task of producing design alternatives quicker and easily. In this paper, we introduce an interactive population-based model for evolving design alternatives. Our model enables designers to steer the trajectory of the evolutionary process. We use a population-based evolutionary approach that allows us to represent, evaluate and evolve design alternatives. We illustrate how the model is capable of generating a diverse space of alternatives, increasing the probability of finding unexpected designs. Finally we examine the results obtained, by defining measures of quality related to design intentions.

Original language	English
Title of host publication	SIMAUD'17, Proceedings of the Symposium on Simulation for Architecture and Urban Design
Editors	Michela Turrin, Brady Peters, Timur Dogan, William O’Brien, Rudi Stouffs
Place of Publication	San Diego SA USA
Publisher	The Society for Modeling & Simulation International
Pages	33-40
Number of pages	8
Edition	11
ISBN (Electronic)	9781510870185
DOIs	https://doi.org/10.5555/3289787.3289792
Publication status	Published - 2017
Externally published	Yes
Event	Annual Symposium on Simulation for Architecture and Urban Design 2017 - Toronto, Canada Duration: 22 May 2017 → 24 May 2017 Conference number: 8th https://dl.acm.org/doi/proceedings/10.5555/3289787 (Proceedings)

Publication series

Name	Simulation Series
Publisher	The Society for Modeling & Simulation International
Number	11
Volume	49
ISSN (Print)	0735-9276

Conference

Conference	Annual Symposium on Simulation for Architecture and Urban Design 2017
Abbreviated title	SimAUD 2017
Country/Territory	Canada
City	Toronto
Period	22/05/17 → 24/05/17
Internet address	https://dl.acm.org/doi/proceedings/10.5555/3289787 (Proceedings)

Keywords

Digital morphogenesis
Evolutionary computing
Genetic algorithm
Interactive design

Access to Document

10.5555/3289787.3289792

375140040-oaFinal published version, 624 KB

Cite this

Cruz, C., Kirley, M., & Karakiewicz, J. (2017). An interactive approach for evolving pareto optimal architectural form. In M. Turrin, B. Peters, T. Dogan, W. O’Brien, & R. Stouffs (Eds.), SIMAUD'17, Proceedings of the Symposium on Simulation for Architecture and Urban Design (11 ed., pp. 33-40). Article 5 (Simulation Series; Vol. 49, No. 11). The Society for Modeling & Simulation International. https://doi.org/10.5555/3289787.3289792

Cruz, Camilo ; Kirley, Michael ; Karakiewicz, Justyna. / An interactive approach for evolving pareto optimal architectural form. SIMAUD'17, Proceedings of the Symposium on Simulation for Architecture and Urban Design. editor / Michela Turrin ; Brady Peters ; Timur Dogan ; William O’Brien ; Rudi Stouffs. 11. ed. San Diego SA USA : The Society for Modeling & Simulation International, 2017. pp. 33-40 (Simulation Series; 11).

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Cruz, C, Kirley, M & Karakiewicz, J 2017, An interactive approach for evolving pareto optimal architectural form. in M Turrin, B Peters, T Dogan, W O’Brien & R Stouffs (eds), SIMAUD'17, Proceedings of the Symposium on Simulation for Architecture and Urban Design. 11 edn, 5, Simulation Series, no. 11, vol. 49, The Society for Modeling & Simulation International, San Diego SA USA, pp. 33-40, Annual Symposium on Simulation for Architecture and Urban Design 2017, Toronto, Canada, 22/05/17. https://doi.org/10.5555/3289787.3289792

An interactive approach for evolving pareto optimal architectural form. / Cruz, Camilo; Kirley, Michael; Karakiewicz, Justyna.
SIMAUD'17, Proceedings of the Symposium on Simulation for Architecture and Urban Design. ed. / Michela Turrin; Brady Peters; Timur Dogan; William O’Brien; Rudi Stouffs. 11. ed. San Diego SA USA: The Society for Modeling & Simulation International, 2017. p. 33-40 5 (Simulation Series; Vol. 49, No. 11).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

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AB - Architectural design is regarded as a challenging open ended activity aimed to transform an existing reality into a desired one. This transformation takes place via the generation of design alternatives. Digital morphogenesis techniques lend themselves to the task of producing design alternatives quicker and easily. In this paper, we introduce an interactive population-based model for evolving design alternatives. Our model enables designers to steer the trajectory of the evolutionary process. We use a population-based evolutionary approach that allows us to represent, evaluate and evolve design alternatives. We illustrate how the model is capable of generating a diverse space of alternatives, increasing the probability of finding unexpected designs. Finally we examine the results obtained, by defining measures of quality related to design intentions.

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Cruz C, Kirley M, Karakiewicz J. An interactive approach for evolving pareto optimal architectural form. In Turrin M, Peters B, Dogan T, O’Brien W, Stouffs R, editors, SIMAUD'17, Proceedings of the Symposium on Simulation for Architecture and Urban Design. 11 ed. San Diego SA USA: The Society for Modeling & Simulation International. 2017. p. 33-40. 5. (Simulation Series; 11). doi: 10.5555/3289787.3289792

An interactive approach for evolving pareto optimal architectural form

Abstract

Publication series

Conference

Keywords

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