DocumentCode
2224063
Title
Architectural design by cognitive computing
Author
Ciftcioglu, Ozer ; Bittermann, Michael S.
Author_Institution
Department of Architecture, Delft University of Technology, Delft, The Netherlands
fYear
2015
fDate
25-28 May 2015
Firstpage
2295
Lastpage
2302
Abstract
Cognition is one of the important and ubiquitous manifestations of human mind. Cognition is a subject of cognitive science which spans cognitive psychology, neurobiology and computational intelligence of engineering sciences. In this work the computational cognition is the subject-matter for investigation and architectural design is the particular application goal in mind. It is the essential mechanism in design involving novelty, creativity and elegance. Due to the complexity of the cognition phenomenon, its characteristic properties have not been fully understood and therefore reproduced computationally up till now. This research aims to establish a novel computational model for cognition and also comprehension which is a deeper but more essential concept relevant to human mind activity. It simulates the cognitive activity based on the mind activity of human so far assumed to be known to us. The outcome of this computational brain research is exemplified by an architectural design task demonstrating its effectiveness in actual use in real-life executions.
Keywords
Cognition; Complexity theory; Computational intelligence; Computational modeling; Linear programming; Pareto optimization; cognition; comprehension; computational intelligence; evolutionary algorithm; fuzzy logic; fuzzy-neural tree; genetic algorithm; neural network;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation (CEC), 2015 IEEE Congress on
Conference_Location
Sendai, Japan
Type
conf
DOI
10.1109/CEC.2015.7257168
Filename
7257168
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