DESIGN ARCHITECTURE BY GENETIC ALGORITHM

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Reference

Xu Yibo: DESIGN ARCHITECTURE BY GENETIC ALGORITHM. In: Generative Art 2009.

DOI

Abstract

This paper is aimed to apply genetic algorithms in creating architecture forms and establishing a prototype system of such designs. It is divided into four parts. Firstly, the introduction of genetic algorithms and the aims are presented. Secondly, an experiment on designing forms for an architecture project by genetic algorithms is brought forward. The methods and processes would be listed below. It proves that genetic algorithms could not only find the optimized structure for the engineers but also search the ‘best’ forms for the architects. Thirdly, according to the experiment, a system of how to imply genetic algorithms in designing architectural form is established and explained in detail. This system could be expanded by anyone who could translate the real limitations into genetic representation and fitness functions (modules). Finally, some discussions and conclusions are brought forward.

Extended Abstract

Bibtex

Used References

[1]. Holland, J. H., (1973). Genetic Algorithms and the optimal allocations of trials. SIAM Journalof Computing 2:2, 88-105.

[2]. Holland, J. H., (1975). Adaptation in Natural and Artificial Systems. The University of Michigan Press, Ann Arbor.

[3].Goldberg, D. E., (1989). Genetic Algorithms in Search, Optimization & Machine Learning. Addison-Wesley.

[4]. Davis, L. (1991). The Handbook of Genetic Algorithms. Van Nostrand Reinhold, New York.

[5]. Fogel, D. B., (1995). Evolutionary Computation: Towards a New Philosophy of Machine Intelligence. IEEE Press.

[6]. Peter John Bentley, (1996). Generic Evolutionary Design of Solid Objects using a Genetic Algorithm. Doctoral Thesis for University of Huddersfield.

[7]. Photo: Satellite of the Site (2009). Position in 31° 6'33.93"N, 121° 2'58.97"E. Image of GeoEye Copyright 2009. Google Earth.

[8]. Photo: Shanghai, Zhu Jia Jiao 2007.05. By blackhumor@126.com. http://www.panoramio.com.

[9]. Photo: The Forgiving Bridge. http://xcw.shqp.gov.cn/gb/content/2005-03/09/content_49801.htm.

[10]. Li Yun He(2005). Design Theory of Chinese Classical Architecture. Tian Jin University Press. ISBN: 7-5618-1902-1.

[11].Description of Rhinoscript and VBA. http://en.wiki.mcneel.com/default.aspx/McNeel/RhinoScript.html.

[12].Description of Monkey. http://en.wiki.mcneel.com/default.aspx/McNeel/MonkeyForRhino4.html.

[13].Wang Xiaoping, Cao Liming(2002). Genetic Algorithm-The Theory, Implication and Software Realization. Xi’an Jiaotong University Press. ISBN: 7-5605-1448-0.

[14]. Kostas Terzidis (2006), Algorithmic Architecture. Elsevier Science & Technology Books. ISBN-13: 9780750667258.


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Full Text

http://www.generativeart.com/on/cic/GA2009Papers/p43.pdf

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