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 ecaade2018_139
authors Cudzik, Jan and Radziszewski, Kacper
year 2018
title Artificial Intelligence Aided Architectural Design
source Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 1, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 77-84
summary Tools and methods used by architects always had an impact on the way building were designed. With the change in design methods and new approaches towards creation process, they became more than ever before crucial elements of the creation process. The automation of architects work has started with computational functions that were introduced to traditional computer-aided design tools. Nowadays architects tend to use specified tools that suit their specific needs. In some cases, they use artificial intelligence. Despite many similarities, they have different advantages and disadvantages. Therefore the change in the design process is more visible and unseen before solution are brought in the discipline. The article presents methods of applying the selected artificial intelligence algorithms: swarm intelligence, neural networks and evolutionary algorithms in the architectural practice by authors. Additionally research shows the methods of analogue data input and output approaches, based on vision and robotics, which in future combined with intelligence based algorithms, might simplify architects everyday practice. Presented techniques allow new spatial solutions to emerge with relatively simple intelligent based algorithms, from which many could be only accomplished with dedicated software. Popularization of the following methods among architects, will result in more intuitive, general use design tools.
keywords computer aideed design; artificial intelligence,; evolutionary algorithms; swarm behaviour; optimization; parametric design
series eCAADe
email jan.cudzik@pg.edu.pl
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100%; open Augugliaro, F et al (2014) Find in CUMINCAD The Flight Assembled Architecture installation: Cooperative construction with flying machines. , IEEE Control Systems, 34, pp. 46-64

100%; open Bonabeau, E., DORIGO, M and THERAULAZ, G (1999) Find in CUMINCAD Swarm Intelligence: From Natural to Artificial Systems. , Oxford University Press, New York

100%; open Bunyus, J (2002) Find in CUMINCAD Biomimicry: Innovation Inspired by Nature , Perennial, New York

100%; open Chazelle, B (2014) Find in CUMINCAD The convergence of bird flocking , Journal of the ACM, 61(4), pp. 21:1-23:35

100%; open Fogler, L, Walsh, M and Owens, MJ (1966) Find in CUMINCAD Artificial Intelligence through Simulated Evolution , John Wiley & Sons, New York

100%; open Frazer, J (1995) Find in CUMINCAD An Evolutionary Architecture , Architectural Association, London

100%; open Giddings, FH (1908) Find in CUMINCAD Sociology , Columbia University Press, New York

100%; open Goertzel, B (2006) Find in CUMINCAD The Hidden Pattern , Brown Walker Press, Florida

100%; open Hirst, T (1997) Find in CUMINCAD On the structure and transformation of landscape , Evolutionary Computing. AISB International Workshop, Heidelberg, pp. 91-107

100%; open Horst, J (2002) Find in CUMINCAD A native intelligence metric for artificial systems , Performance Metrics for Intelligent Systems Workshop, Gaithersburg

100%; open Kasaboc, NK (1996) Find in CUMINCAD Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering (Computational Intelligence). , MIT Press, Cambridge

100%; open Lehmann, EL and Casella, G (1998) Find in CUMINCAD Theory of Point Estimation , Springer, Berlin

100%; open Michael, T and McClelland, JL (2008) Find in CUMINCAD Connectionist models of cognition , The Cambridge Handbook of Computational Psychology, 1, pp. 23-58

100%; open Mitchell, M (1996) Find in CUMINCAD An Introduction to Genetic Algorithms , MIT Press, Cambridge

100%; open Mohri, M, Rostamizadeh, A and Talwalkar, A (2012) Find in CUMINCAD Foundations of Machine Learning , MIT Press, New York

100%; open Moore, GE (2006) Find in CUMINCAD Cramming more components onto integrated circuits , IEEE Solid-State Circuits Society Newsletter, 11(3), pp. 33-35

100%; open Nof, SY (1999) Find in CUMINCAD Electronics Magazine , John Wiley & Sons, New York

100%; open Reynolds, CW (1987) Find in CUMINCAD Flocks, Herds, and Schools: A Distributed Behaviour Model. , Proceedings of the 14th annual conference on Computer graphics and interactive techniques, pp. 25-34

100%; open Rummelhart, DE, Hinton, GE and Williams, RJ (1986) Find in CUMINCAD Learning representations by back-propagating errors , Nature, 323, pp. 533-536

100%; open Samuel, AL (1959) Find in CUMINCAD Some studies in machine learning using the game of checkers , IBM Jurnal, 3(3), pp. 210-229

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