Bio-Inspired Growth: Introducing Emergence into Computational Design

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    In today’s age of neural networks and brain study, creativity is being introduced into lifeless systems by modelling the concept of learning. Many believe the artificial intelligence that is leading technology will eventually do most of a designer’s work. However, this artificial intelligence only results after long hours of training and is limited to the area within which it is trained. In nature, many systems can produce unpredictable solutions without the retention of information - such as trees. Although computers cannot accurately model nature’s growth mechanisms, it can be approximated with the concept of predictive non-determinism – where what is not understood is treated as random - and the rest of the system built around this. This paper lays out a four-tiered structure, inspired by growth principles seen in nature, for introducing emergence into the design system. The models presented are grown by random functions, controlled by a restriction of misfit and guided by the concept of fitness. It gives a bottom up approach to the design, with the user providing the desired functionality and asking what the possible designs are. The resulting models grown by these stochastic rules are emergent, providing the computer with the chance of creating unexpected and innovative solutions.

    Documents

    • Bio-Inspired Growth: Introducing Emergence into Computational Design

      Rights statement: Copyright 2019 Taylor and Francis.

      Accepted author manuscript, 260 KB, PDF-document

      Embargo ends: 19/06/2020

    Original languageEnglish
    Title of host publication17th International Conference on Manufacturing Research 10/09/2019 → 12/09/2019 Belfast, United Kingdom
    PublisherTaylor & Francis
    Number of pages6
    Publication statusAccepted - 17 Jun 2019
    Event17th International Conference on Manufacturing Research - Queen's University Belfast, Belfast, United Kingdom
    Duration: 10 Sep 201912 Sep 2019
    Conference number: 17
    http://www.icmr.org.uk/

    Conference

    Conference17th International Conference on Manufacturing Research
    Abbreviated titleICMR 2019
    CountryUnited Kingdom
    CityBelfast
    Period10/09/201912/09/2019
    Internet address

      Research areas

    • Bio-inspired design system, growth rules, computer aided design, emergence, innovation, predictive non-determinism

    ID: 173264534