• 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