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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id caadria2014_182
authors Janssen, Patrick and Vignesh Kaushik
year 2014
title Evolving Lego
source Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 523–532
summary In evolutionary design algorithms, the evolutionary procedures have a major impact on the quality of the genotype-fitness mapping, which in turn impacts the performance of the algorithm. Two key issues affecting the quality of a mapping are the size of the genotype space and the locality of the mapping. In order to systematically investigate the role that genotype space and locality have on evolutionary performance, a set of experiments are conducted using benchmark test cases consisting of simple LEGO structures. Three different developmental procedures are implemented and tested. The results confirm that locality is critical in achieving good performance and in some cases may have a greater impact than genotype length.
keywords Evolutionary design; Evolutionary performance; Locality; Genotype-Fitness mapping
series CAADRIA
full text file.pdf (838,932 bytes)
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