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

id ijac20076104
authors Benoudjit, Mohamed Amine; Coates, Paul S.
year 2008
title Artificial networks for spatial analysis
source International Journal of Architectural Computing vol. 6 - no. 1, pp. 59-78
summary This paper tests digital representation techniques which can be used by artificial neural networks in a computer-aided design (CAD) environment to analyze and classify architectural spaces. We developed two techniques for encoding volumetric data: vertex representation and feature space representation, as input for artificial neural networks. We tested how two different kinds of artificial neural networks, perceptron networks and self-organizing maps, could recognize given shapes in these representational formats. We have found that a one-layer perceptron can be used to classify shapes even when presented with input vectors composed of real numbers. These spatial representation techniques provide a method for using ANNs for architectural purposes.
series journal
full text file.pdf (2,037,815 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

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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ecaade2014_176e44, 9b6f, f723, 175b, 73c6, f3a8, 3431, deb7, 6fa8, 9ec7, b156, 755a, ecaade2015_205t44, d6b5, sigradi2014_037w2, 44de, f6e2, f916, 4538, 34af, d541, 8d62, 65d5, a556, a309, 2dd9, 191f, b58e, 79d8, 942e, 751a, 0ac5, 0a33, 8e36, 8c4a, 1b4b, c6b9, 04b9, caadria2015_054k6, e794, 60ba, 95f9, e518, 77de, 2b21, f0e9, 2843, caadria2017_145l38, 7d37, c152, 80d6, fc3b, 4cef, c05a, 1c59, 1b28, b859, 28c5, 8b5e, 8f88, 47c7, dfc3, 5765, 315c, caadria2016_445z18, 18da, ab51, 6838, b15d, f937, ecaade2016_tkoy66, a0df, 13af, 7199, bf37, 89a2, ecaade2015_22y4, e575, acadia17_283pp, ecaade2014_225h58, caadria2017_003e2, 38c1, 9352, ascaad2014_019f3, 34d2, 7e7e, 2625, 8272, f7e5, 43e4, caadria2017_124w32, 21c5, c43f, a18a, 4cae, 43ff, c46d, 5b2c, 40d3, a157, caadria2017_058f20, bd74, c4a9, 1526, 5c69, 6973, b2e6, acadia14projects_627ax, 43ec, ae50, 6b39, ef6a, 6876, a394, 2617, e467, acadia16_24p2, 7a95, ascaad2014_019n3, caadria2017_096r26, 98d5, 5193, 9a1e, acadia14_33aj, 41b4, c598, 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