CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

PDF papers
id ijac201715103
authors Wortmann, Thomas
year 2017
title Surveying design spaces with performance maps: A multivariate visualization method for parametric design and architectural design optimization
source International Journal of Architectural Computing vol. 15 - no. 1, 38-53
summary This article presents a method to visualize high-dimensional parametric design spaces with applications in computational design processes and interactive optimization. The method extends Star Coordinates using a triangulation-based interpolation with Barycentric Coordinates. It supports the understanding of design problems in architectural design optimization by allowing designers to move between a high-dimensional design space and a low-dimensional Performance Map. This Performance Map displays the characteristics of the fitness landscape, develops designers’ intuitions about the relationships between design parameters and performance, allows designers to examine promising design variants, and delineates promising areas for further design exploration.
keywords Fitness landscape, design space exploration, multivariate visualization, optimization, Star Coordinates
series other
type normal paper
full text file.pdf ( bytes)
references Content-type: text/plain
Details Citation Select
100%; open Ashour Y and Kolarevic B. (2015) Find in CUMINCAD Optimizing creatively in multi-objective optimization , Proceedings of the symposium on simulation for architecture & urban design, Alexandria, VA, 12–15 April 2015, pp. 128–135. San Diego, CA: Society for Computer Simulation International.

100%; open Bradner E, Iorio F and Davis M. (2014) Find in CUMINCAD Parameters tell the design story: ideation and abstraction in design optimization , Proceedings of the symposium on simulation for architecture & urban design, Tampa, FL, 13–16 April 2014, p. 26. San Diego, CA: Society for Computer Simulation International.

100%; open Chen KW, Janssen P and Schlüter A. (2015) Find in CUMINCAD Analysing populations of design variants using clustering and archetypal analysis , Real time—Proceedings of the 33rd international conference on education and research in computer aided architectural design in Europe, Vienna, 16–18 September 2015, pp. 251–260, eCAADe and TU Wien.

100%; open De Oliveira MCF and Levkowitz H. (2003) Find in CUMINCAD From visual data exploration to visual data mining: a survey , IEEE T Vis Comput Gr 2003; 9: 378–394.

100%; open Heinrich MK and Ayres P. (2016) Find in CUMINCAD For time-continuous optimisation , Chien S-F, Seungyeon C, Schnabel MA, et al et al. (eds) Living systems and micro-Utopias: towards continuous designing, proceedings of the 21st CAADRIA. Hong Kong: CAADRIA, 2016, pp. 373–382.

100%; open Hoffman P and Grinstein G. (2002) Find in CUMINCAD Introduction to data visualization , Fayyad U, Grinstein GG and Wierse A (eds) Information visualization in data mining and knowledge discovery. London: Academic Press, 2002, pp. 21–45.

100%; open Imbert F, Frost KS, Fisher A, et al. (2013) Find in CUMINCAD Concurrent geometric, structural and environmental design: Louvre Abu Dhabi , Hesselgren L, Sharma S, Wallner J, et al. (eds) Advances in architectural geometry 2012. Vienna: Springer, 2013, pp. 77–90.

100%; open Kohonen T. (1982) Find in CUMINCAD Self-organized formation of topologically correct feature maps , Biol Cybern 1982; 43: 59–69

100%; open Press WH, Teukolsky SA, Vetterling WT, et al. (2007) Find in CUMINCAD Numerical recipes 3rd edition: the art of scientific computing , 3rd ed. Cambridge; New York: Cambridge University Press

100%; open Radford AD and Gero JS. (1980) Find in CUMINCAD On optimization in computer aided architectural design , Build Environ 1980; 15: 73–80.

100%; open Rowe PG. (1999) Find in CUMINCAD Design thinking , Cambridge, MA: The MIT Press

100%; open Rubio-Sanchez M, Raya L, Diaz F, et al. (2016) Find in CUMINCAD A comparative study between RadViz and Star Coordinates , IEEE T Vis Comput Gr 2016; 22: 619–628

100%; open Simon HA. (1969) Find in CUMINCAD The sciences of the artificial , 1st ed. Cambridge, MA: The MIT Press

100%; open Stasiuk D, Thomsen MR and Thompson EM. (2014) Find in CUMINCAD Learning to be a vault—implementing learning strategies for design exploration in inter-scalar systems , Fusion—Proceedings of the 32nd eCAADe conference, Newcastle upon Tyne, 10–12 September 2014, pp. 381–390, eCAADe and Northumbria University

100%; open Takagi H. (2001) Find in CUMINCAD Interactive evolutionary computation: fusion of the capabilities of EC optimization and human evaluation , P IEEE 2001; 89: 1275–1296.

100%; open Van Wijk JJ and Van Liere R. (1993) Find in CUMINCAD HyperSlice: visualization of scalar functions of many variables , Proceedings of the 4th conference on visualization ’93, San Jose, CA, 25–29 October 1993, pp. 119–125. Washington, DC: IEEE Computer Society

100%; open Woodbury RF and Burrow AL. (2006) Find in CUMINCAD Whither design space? , AI EDAM 2006; 20: 63–82

100%; open Woodbury RF. (2010) Find in CUMINCAD Elements of parametric design , London; New York: Routledge

100%; open Wortmann T and Nannicini G. (2016) Find in CUMINCAD Black-box optimization for architectural design: an overview and quantitative comparison of metaheuristic, direct search, and model-based optimization methods , Chien S-F, Seungyeon C, Schnabel MA, et al. (eds) Living systems and micro-Utopias. Hong Kong: CAADRIA, 2016, pp. 177–186.

100%; open Wortmann T, Costa A, Nannicini G, et al. (2015) Find in CUMINCAD Advantages of surrogate models for architectural design optimization , AI EDAM 2015; 30: 471–481

last changed 2019/08/02 06:25
pick and add to favorite papersHOMELOGIN (you are user _anon_245786 from group guest) CUMINCAD Papers Powered by SciX Open Publishing Services 1.002