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  • Virtual Evolution – a Memetic Critique of Genetic Algorithms in Design

    Chris Abel

    Chapter from the book: Architecture Schools in Australasia, A. 2007. Association of Architecture Schools in Australasia.

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    This paper discusses some issues in design theory arising from the use of genetic algorithms in architecture. The rationale for such programs derives from the iterative process of Darwinian natural selection, which has been likened to an algorithm, or ‘foolproof recipe’. However, while the products of these programs are often visually seductive, researchers rarely question the biological model underpinning them. Approaching the subject from a memetic perspective, the author argues that there are fundamental differences as well as similarities between memes, as cultural replicators, and genes, as biological replicators. Evolutionary design models based on the latter, especially those operating exclusively within laboratory or artificial environments, may therefore be misconceived. A number of problematic issues are identified, involving questions of definition, transmission, embodiment, selection and autonomy. As an alternative strategy, it is suggested that embedding design algorithms in real-life projects offers more promising results. The author concludes that, given the complexity of cultural evolution, the proper subjects for design research are memetic algorithms, rather than the genetic models.

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    How to cite this chapter
    Abel, C. 2007. Virtual Evolution – a Memetic Critique of Genetic Algorithms in Design. In: Architecture Schools in Australasia, A (ed.), Association of Architecture Schools in Australasia. Sydney: University of Technology Sydney ePress. DOI: https://doi.org/10.5130/aab.c
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    This is an Open Access chapter distributed under the terms of the Creative Commons Attribution 4.0 license (unless stated otherwise), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited. Copyright is retained by the author(s).

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    Additional Information

    Published on Sept. 27, 2007

    DOI
    https://doi.org/10.5130/aab.c


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