Abstract
Fractals are physically complex due to their repetition of patterns at multiple size scales. Whereas the statistical characteristics of the patterns repeat for fractals found in natural objects, computers can generate patterns that repeat exactly. Are these exact fractals processed differently, visually and aesthetically, than their statistical counterparts? We investigated the human aesthetic response to the complexity of exact fractals by manipulating fractal dimensionality, symmetry, recursion, and the number of segments in the generator. Across two studies, a variety of fractal patterns were visually presented to human participants to determine the typical response to exact fractals. In the first study, we found that preference ratings for exact midpoint displacement fractals can be described by a linear trend with preference increasing as fractal dimension increases. For the majority of individuals, preference increased with dimension. We replicated these results for other exact fractal patterns in a second study. In the second study, we also tested the effects of symmetry and recursion by presenting asymmetric dragon fractals, symmetric dragon fractals, and Sierpinski carpets and Koch snowflakes, which have radial and mirror symmetry. We found a strong interaction among recursion, symmetry and fractal dimension. Specifically, at low levels of recursion, the presence of symmetry was enough to drive high preference ratings for patterns with moderate to high levels of fractal dimension. Most individuals required a much higher level of recursion to recover this level of preference in a pattern that lacked mirror or radial symmetry, while others were less discriminating. This suggests that exact fractals are processed differently than their statistical counterparts. We propose a set of four factors that influence complexity and preference judgments in fractals that may extend to other patterns: fractal dimension, recursion, symmetry and the number of segments in a pattern. Conceptualizations such as Berlyne’s and Redies’ theories of aesthetics also provide a suitable framework for interpretation of our data with respect to the individual differences that we detect. Future studies that incorporate physiological methods to measure the human aesthetic response to exact fractal patterns would further elucidate our responses to such timeless patterns.
Highlights
Whereas exact fractals are built by repeating a pattern at different magnifications, ‘‘statistical’’ fractals introduce randomness into their construction
The results show that there was a significant effect of dimension on preference, F(1.30, 51.92) = 21.71, p < 0.001, η2 = 0.35
Our results suggest that there is typicality of preference for a particular level or range of levels of exact fractal patterns’ fractal dimension
Summary
Whereas exact fractals are built by repeating a pattern at different magnifications, ‘‘statistical’’ fractals introduce randomness into their construction. This disrupts the precise repetition so that only the pattern’s statistical qualities repeat. Exact and statistical fractals are both physically complex due to their repeating patterns, the two families of fractals are not visually identical. Sprott (1993) provided the first, systematic investigation of aesthetic responses using fractal patterns generated with equations based on nature’s chaotic processes. He investigated the relationship between aesthetics and fractal dimension, D. We held the variables recursion and symmetry constant for our first study, because no previous studies have investigated the aesthetic response to exact fractals, and so we wanted a pure test of the effects of changing D of an exact fractal pattern
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