Measuring, enabling and comparing modularity, regularity and hierarchy in evolutionary design

@inproceedings{Hornby2005MeasuringEA,
  title={Measuring, enabling and comparing modularity, regularity and hierarchy in evolutionary design},
  author={Gregory Hornby},
  booktitle={GECCO},
  year={2005}
}
For computer-automated design systems to scale to complex designs they must be able to produce designs that exhibit the characteristics of modularity, regularity and hierarchy -- characteristics that are found both in man-made and natural designs. Here we claim that these characteristics are enabled by implementing the attributes of combination, control-flow and abstraction in the representation.To support this claim we use an evolutionary algorithm to evolve solutions to different sizes of a… CONTINUE READING

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