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		<title>Gbachelier: Die Seite wurde neu angelegt: „== Reference == Derya Gulec Ozer, Sinan Mert Sener, Cagri Zaman: Optimization of user accessibility using genetic algoritm: aDA. In: [[Generative Art 2012]…“</title>
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		<summary type="html">&lt;p&gt;Die Seite wurde neu angelegt: „== Reference == Derya Gulec Ozer, Sinan Mert Sener, Cagri Zaman: &lt;a href=&quot;/index.php?title=Optimization_of_user_accessibility_using_genetic_algoritm:_aDA&quot; title=&quot;Optimization of user accessibility using genetic algoritm: aDA&quot;&gt;Optimization of user accessibility using genetic algoritm: aDA&lt;/a&gt;. In: [[Generative Art 2012]…“&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Neue Seite&lt;/b&gt;&lt;/p&gt;&lt;div&gt;== Reference ==&lt;br /&gt;
Derya Gulec Ozer, Sinan Mert Sener, Cagri Zaman: [[Optimization of user accessibility using genetic algoritm: aDA]]. In: [[Generative Art 2012]]. &lt;br /&gt;
&lt;br /&gt;
== DOI ==&lt;br /&gt;
&lt;br /&gt;
== Abstract ==&lt;br /&gt;
The aim of this study is the optimization of user accessibility in architectural design&lt;br /&gt;
field using genetic algorithm. In order to achieve this scope, a methodology called&lt;br /&gt;
aDA (Algoritmic Distance Based Accessibility) is developed. This model will be&lt;br /&gt;
introduced by analyzing movements of different user types depending on spatial and&lt;br /&gt;
user accessibility. Depending on movement analysis of different user types, a&lt;br /&gt;
relationship matrix will be created by optimization of movements by means of travel&lt;br /&gt;
cost in meters which is the basic data source for the design model to be developed.&lt;br /&gt;
In this methodology the process takes place in four steps: (1) Obtaining user data,&lt;br /&gt;
(2) Obtaining spatial data, (3) Coding and optimization, and (4) Evaluation. The&lt;br /&gt;
developed plug-in run as a script on Rhino Grasshopper, evaluate fitness values of&lt;br /&gt;
given plan scheme and generate optimum plan scheme based on user data.&lt;br /&gt;
Concerning the results, the advantages of the design data gathered by the&lt;br /&gt;
optimization of user routes are accentuated. For future suggestions, it is indicated&lt;br /&gt;
that within the computational design paradigm, the human factor should be taken&lt;br /&gt;
into consideration along with the movement models, and its contribution to design&lt;br /&gt;
knowledge. Besides it is emphasized that the movement optimization model could be&lt;br /&gt;
efficient to use for the design of complex buildings such as hospitals since the&lt;br /&gt;
method will be further enriched by testing the model on such building typologies.&lt;br /&gt;
&lt;br /&gt;
== Extended Abstract ==&lt;br /&gt;
&lt;br /&gt;
== Bibtex == &lt;br /&gt;
&lt;br /&gt;
== Used References ==&lt;br /&gt;
[1] Sakkas, N., Perez, J., &amp;quot;Eloborating metrics for the accessibility of buildings&amp;quot;, Computers,&lt;br /&gt;
Environment and Urban Systems, 30 (661-685), 2006.&lt;br /&gt;
&lt;br /&gt;
[2] Andrade I., Dorneles V., Bins Ely V.H.M., &amp;quot;Accessibility for All: Going from theory to Practice&amp;quot;,&lt;br /&gt;
Work 41, 3840-3846, 2012.&lt;br /&gt;
&lt;br /&gt;
[3] Dischinger M., Bins Ely V.H.M., Piardi S.M.D.G. &amp;quot;Promovendo a acessibilidade nos edificios&lt;br /&gt;
publicos: Programa de Acessibilidade as Pessoas com Deficiencia ou Mobilidade Reduzida nas&lt;br /&gt;
Edificacoes de Uso Publico&amp;quot;, Florianopolis, Ministerio Publico de Santa Catarina, 2009.&lt;br /&gt;
&lt;br /&gt;
[4] Marin, P., Bignon, J.C., Lequay, H., &amp;quot;A Genetic Algorithm for use in creative design process&amp;quot;,&lt;br /&gt;
halshs-00348546, version 1- 19 Dec. 2008.&lt;br /&gt;
&lt;br /&gt;
[5] Fasoulaki, E., &amp;quot;Genetic Algortims in Architecture: A Necessity or a Trend&amp;quot;, Generative Art&lt;br /&gt;
Conference, Milan, Italy, 2007.&lt;br /&gt;
&lt;br /&gt;
[6] Jo, H.J., Gero, J.S., &amp;quot;Space Layout Planning Using an Evolutionary Approach&amp;quot;, Artificial&lt;br /&gt;
Intelligence in Engineering, 12(3): 149-162, 1998.&lt;br /&gt;
&lt;br /&gt;
[7] Gero, J.S., Louis, S.J. and Kundu, S.,“Evolutionary learning of novel grammars for design&lt;br /&gt;
improvement” , AIEDAM 8(2):83-94., 1994.&lt;br /&gt;
&lt;br /&gt;
[8] Jo, J.H. “A Computational Design Process Model using a Genetic Evolution Approach”, Ph.D.&lt;br /&gt;
Thesis, Department of Architectural and Design Science, University of Sydney, Australia, 1993.&lt;br /&gt;
&lt;br /&gt;
[9] Maher, M.L. and Kundu, S. , Adaptive design using genetic algorithms, in J.S. Gero and E. Tyugu&lt;br /&gt;
(eds), Formal Design Methods for CAD, North-Holland, Amsterdam, pp. 246–262., 1994.&lt;br /&gt;
&lt;br /&gt;
[10] Pham D. ,Onder H. , A knowledge-based system for optimizing workplace layouts using a&lt;br /&gt;
genetic algorithm, Ergonomics 35 (12) 1479–1487, 1992.&lt;br /&gt;
&lt;br /&gt;
[11] Damski, J. C. and Gero, J. S., “An evolutionary approach to generating constraint-based space&lt;br /&gt;
layout topologies”, in R. Junge (ed.), CAADFutures 1997, Kluwer, Dordrecht. pp. 855-864., 1997.&lt;br /&gt;
&lt;br /&gt;
[12] Wong, S.S.Y, Chan, K.C.C, &amp;quot;EvoArch: An evolutionary algorithm for architectural layout design&amp;quot;,&lt;br /&gt;
Computer-Aided Design 41, 649- 667, 2009.&lt;br /&gt;
&lt;br /&gt;
[13] Rafiq, M. Y., Mathews, J. D., Bullock, G. N. , “Conceptual Building Design—Evolutionary&lt;br /&gt;
Approach”, Journal of Computing in Civil Engineering, Vol. 17, No. 3, July 1, 150-158, 2003.&lt;br /&gt;
&lt;br /&gt;
[14] Alpagut, Y., &amp;quot;Toplu konut dış mekanlarında tüm kullanıcılar için erişilebilirlik ölçütlerinin&lt;br /&gt;
saptanması &amp;quot;, Master Thesis, ITU Graduate School of Science Engineering and Technology, 2003.&lt;br /&gt;
&lt;br /&gt;
[15] Church, R., Marston, J., &amp;quot;Measuring accessibility for people with a disability&amp;quot;, Geographical&lt;br /&gt;
Analysis, 35(1), 83-96, 2003.&lt;br /&gt;
&lt;br /&gt;
[16] Tipi, Ç.B. &amp;quot;Tıp Fakültesi Hastanelerinin Erişebilirlik, Kullanışlılık ve Kullanıcı Memnuniyeti&lt;br /&gt;
Kapsamında Değerlendirilmesine Yönelik Bir Yöntem Önerisi&amp;quot;, Phd Thesis, Gazi University Graduate&lt;br /&gt;
School of Science Engineering and Technology, 2007.&lt;br /&gt;
&lt;br /&gt;
[17] Kaplan, H., &amp;quot;Redefining accessibility and space use in city centres as it regards responsive urban&lt;br /&gt;
design”, Phd Thesis, METU Graduate School of Science Engineering and Technology, Ankara, 1-4,&lt;br /&gt;
108 - 126, 196- 201 (1998).&lt;br /&gt;
&lt;br /&gt;
[18] Passini, R. and Shield, G., ‘‘Wayfinding performance evaluation of four public buildings’’,&lt;br /&gt;
Internet Report, Architectural and Engineering Services, Ottawa, 1996.&lt;br /&gt;
&lt;br /&gt;
[19] Sahil, S., ve Dikmen, Ç.B. &amp;quot;Hastanelerin Mimari Tasarım Sürecinde Fiziksel Çevre Verilerinin&lt;br /&gt;
Erişebilirlik Kapsamında Sorgulanması&amp;quot;, International Health and Hospital Administration Congress,&lt;br /&gt;
Near East University, Nicosia- Northern Cyprus, 2007.&lt;br /&gt;
&lt;br /&gt;
[20] Zengel, R., &amp;quot;An Evaluation of the settlement patterns in campus planning with regard to the&lt;br /&gt;
criteria of accessibility&amp;quot;, Phd Thesis, Dokuz Eylül University, Graduate School of Science Engineering&lt;br /&gt;
and Technology, 1998, İzmir.&lt;br /&gt;
&lt;br /&gt;
[21] Bright, K., Di Giulio, R., &amp;quot;Inclusive Buildings: Designing and Managing an Accessible&lt;br /&gt;
Environment&amp;quot;, Blackwell Science, Great Britain, 2002.&lt;br /&gt;
&lt;br /&gt;
[22] Buffa, E.S, Armour, G.S, Vollman, T.E.,“Allocating facilities with CRAFT”, Harvard Business&lt;br /&gt;
Review, 42(2): 136-140.,1964.&lt;br /&gt;
&lt;br /&gt;
[23] Liggett, R.S, “The quadratic assignment problem: An analysis of applications and solution&lt;br /&gt;
strategies”, Environment and Planning B, 4: 81-88, 1980.&lt;br /&gt;
&lt;br /&gt;
[24] Liggett, R.S, “Optimal spatial assignment as a quadratic assignment problem”, in J.S. Gero (ed.),&lt;br /&gt;
Design Optimization, Academic Press, New York, pp 1-40., 1985.&lt;br /&gt;
&lt;br /&gt;
[25] Akın, O., Dave B., Pithavadian, S., “Heuristic generation of layouts (HeGel): Based on a&lt;br /&gt;
paradigm for problem structuring”, Environment and Planning B, (19):33-59, 1992.&lt;br /&gt;
&lt;br /&gt;
[26] Yoon, K.B., Coyne R.D., “Reasoning about spatial constraints”, Environment and Planning B&lt;br /&gt;
(19): 243-266, 1992.&lt;br /&gt;
&lt;br /&gt;
[27] Steadman, J.P, &amp;quot;Architectural Morphology-An Introduction to the Geometry of Building Plans&amp;quot;,&lt;br /&gt;
Pion, London,1983.&lt;br /&gt;
&lt;br /&gt;
[28] Balachandran,M., Gero, J.S. &amp;quot;Dimensioning of architectural floor plans under conflicting&lt;br /&gt;
objectives&amp;quot;, Environment and Planning B, 14: 29-37, 1987.&lt;br /&gt;
&lt;br /&gt;
[29] Gero J. , Kazakov V. , Evolving design genes in space layout problems, Artificial Intelligence in&lt;br /&gt;
Engineering 12 (3), 163–176, 1998.&lt;br /&gt;
&lt;br /&gt;
[30] Bland, J.A., &amp;quot;Space-planning by ant colony optimisation&amp;quot;, International Journal of Computer&lt;br /&gt;
Applications in Technology, Inderscience Publishers, Volume 12, Number 6/1999, pp. 320-328, 2004.&lt;br /&gt;
&lt;br /&gt;
[31] Bafna, S., “Space Syntax, A Brief Introduction to Its Logic and Analytic Techniques”,&lt;br /&gt;
Environment and Behaviour, vol.35, no.1, January 2003, pp.17-29., 2003.&lt;br /&gt;
&lt;br /&gt;
[32] Bafna, S., Ramash, R., `Designing the Spatial Syntax of Office Layouts`, Space Syntax&lt;br /&gt;
Symposium, Istanbul, 2007.&lt;br /&gt;
&lt;br /&gt;
[33] Hanna, S., &amp;quot;Representation and Generation of Plans Using Graph Spectra&amp;quot;, Space Syntax&lt;br /&gt;
Symposium, Istanbul, 2007.&lt;br /&gt;
&lt;br /&gt;
[34] Unlu, A., Ulken,G., Edgu, E., &amp;quot;A Space Syntax Based Model in Evacuation of Hospitals&amp;quot;, Space&lt;br /&gt;
Syntax Symposium, Delft, 2005.&lt;br /&gt;
&lt;br /&gt;
[35] Kim, H., Jun, C., Cho, Y., Kim, G., “Indoor Spatial Analysis Using Space Syntax”, XXI. ISPRS&lt;br /&gt;
Congress, Volume XXXVII Part 2, p. 1065-1070, Beijing, 2008.&lt;br /&gt;
&lt;br /&gt;
[36] Girginkaya, S., Cagdas, G., `COMPARISON OF MOVEMENT MODELS BETWEEN REAL AND&lt;br /&gt;
VIRTUAL ENVIRONMENTS`, Space Syntax Symposium, Istanbul, 2007.&lt;br /&gt;
&lt;br /&gt;
[37] Haq, S., Hill, G., Pramanik, A., `Comparison of Configurational, Wayfinding and Cognitive&lt;br /&gt;
Correlates in Real and Virtual Settings`, Space Syntax Symposium, Delft, 2005.&lt;br /&gt;
&lt;br /&gt;
[38] Unver, R.E., &amp;quot;Hastanelerde yön bulma davranışının öznel ve nesnel açıdan incelenmesi&amp;quot;, İTÜ&lt;br /&gt;
Fen Bilimleri Enstitüsü, 2006.&lt;br /&gt;
&lt;br /&gt;
[39] Bechtel, R.B., Churchman, A., &amp;quot;Environmental Psychology&amp;quot;, John Wiley&amp;amp;Sons, 2002.&lt;br /&gt;
&lt;br /&gt;
[40] Peponis, J., Zimring, C., Choi,Y.K. &amp;quot;Finding the Building in Wayfinding&amp;quot;, Environment and&lt;br /&gt;
Behaviour, 22, 555-590, 1990.&lt;br /&gt;
&lt;br /&gt;
[41] Dogu, U., Erkip, F., &amp;quot;Spatial Factors Affecting Wayfinding and Orientation : A Case Study in a&lt;br /&gt;
Shopping Mall&amp;quot;, 32:732, 2000.&lt;br /&gt;
&lt;br /&gt;
[42] Emel, G.G., Taskin, C., &amp;quot;Genetik Algoritmalar ve Uygulama Alanları&amp;quot;, Uludağ Üniversitesi İktisadi&lt;br /&gt;
ve İdari Bilimler Fakültesi Dergisi, Cilt XXI, Sayı 1, s. 129-152, 2002.&lt;br /&gt;
&lt;br /&gt;
[43] Goldberg D.E., Genetic Algorithms in Search, Optimization and Machine Learning, Addison-&lt;br /&gt;
Wesley, USA, 1989.&lt;br /&gt;
&lt;br /&gt;
[44] Internet: www.wikipedia.com (accessed 10.10.2012)&lt;br /&gt;
&lt;br /&gt;
[45] Mitchell, W.J., Steadman, J.P., Liggett, R.S.&amp;quot;Synthesis and optimization of small rectangular&lt;br /&gt;
floor plans&amp;quot;, Environment and Planning B 3: 37-70, 1976.&lt;br /&gt;
&lt;br /&gt;
[46] Gero, J., &amp;quot;Computer Aided Dimensioning of architectural plans&amp;quot;, CAD78, IPC Press, Guilford,&lt;br /&gt;
pp.482-493, 1978.&lt;br /&gt;
&lt;br /&gt;
[47] Liggett, R.S., Mitchell, W.J.&amp;quot;Optimal space planning in practice&amp;quot;, Computer-Aided Design,&lt;br /&gt;
13(5):277-288, 1981.&lt;br /&gt;
&lt;br /&gt;
[48] Balachandran,M., Gero, J.S. &amp;quot;Dimensioning of architectural floor plans under conflicting&lt;br /&gt;
objectives&amp;quot;, Environment and Planning B, 14: 29-37, 1987.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Links ==&lt;br /&gt;
=== Full Text === &lt;br /&gt;
http://www.generativeart.com/GA2012/derya.pdf&lt;br /&gt;
&lt;br /&gt;
[[intern file]]&lt;br /&gt;
&lt;br /&gt;
=== Sonstige Links ===&lt;/div&gt;</summary>
		<author><name>Gbachelier</name></author>	</entry>

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