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

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id ecaade2014_019
authors Reinhard Koenig, Matthias Standfest and Gerhard Schmitt
year 2014
title Evolutionary multi-criteria optimization for building layout planning - Exemplary application based on the PSSA framework
source Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 567-574
wos WOS:000361385100059
summary When working on urban planning projects there are usually multiple aspects to consider. Often these aspects are contradictory and it is not possible to choose one over the other; instead, they each need to be fulfilled as well as possible. Planners typically draw on past experience when subjectively prioritising which aspects to consider with which degree of importance for their planning concepts. This practice, although understandable, places power and authority in the hands of people who have varying degrees of expertise, which means that the best possible solution is not always found, because it is either not sought or the problem is regarded as being too complex for human capabilities. To improve this situation, the project presented here shows the potential of multi-criteria optimisation algorithms using the example of a new housing layout for an urban block. In addition it is shown, how Self-Organizing-Maps can be used to visualise multi-dimensional solution spaces in an easy analysable and comprehensible form.
keywords Planning synthesis; evolutionary algorithms; multi-criteria optimization; isovist; computational design
series eCAADe
full text file.pdf (516,051 bytes)
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100%; open Bader, J and Zitzler, E (2011) Find in CUMINCAD HypE: an algorithm for fast hypervolume-based many-objective optimization , Evolutionary computation, 19(1), pp. 45-76

100%; open Batty, M (2001) Find in CUMINCAD Exploring Isovist Fields: Space and Shape in Architectural and Urban Morphology , Environment and Planning B Planning and Design, 28(1), p. 123150

100%; open Benedikt, ML (1979) Find in CUMINCAD To take hold of space: isovists and isovist fields , Environment and Planning B Planning and Design, 6(1), p. 47 65

100%; open Derix, C (2009) Find in CUMINCAD In-Between Architecture Computation In-Between Architecture Computation , International Journal of Architectural Computing (IJAC), 7(4), p. 565586

100%; open Freuder, EC (1997) Find in CUMINCAD Constraints , Pursuit of the Holy Grail, Kluwer Academic Publishers, pp. 57-61

100%; open Koenig, R and Schneider, S (2012) Find in CUMINCAD Hierarchical structuring of layout problems in an interactive evolutionary layout system , AIEDAM: Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 26(2), p. 129142

100%; open Obayashi, S and Sasaki, D (2003) Find in CUMINCAD Visualization and data mining of Pareto solutions using self-organizing map , Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization, p. 796809

100%; open Schneider, S and Koenig, R (2012) Find in CUMINCAD Exploring the Generative Potential of Isovist Fields: The Evolutionary Generation of Urban Layouts based on Isovist Field Properties , Proceedings of eCAADe 2012, Prague, pp. 355-363

100%; open Ultsch, A and Moerchen, F (2005) Find in CUMINCAD ESOM-Maps: tools for clustering, visualization, and classification with Emergent SOM , Dept. of Mathematics and Computer Science, University of Marburg, Marburg, Germany

100%; open Zitzler, E and Thiele, L (1999) Find in CUMINCAD Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach , IEEE Transactions on Evolutionary Computation, 3(4), p. 257271

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