Entropy (Nov 2020)

Generative Art with Swarm Landscapes

  • Diogo de Andrade,
  • Nuno Fachada,
  • Carlos M. Fernandes,
  • Agostinho C. Rosa

DOI
https://doi.org/10.3390/e22111284
Journal volume & issue
Vol. 22, no. 11
p. 1284

Abstract

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We present a generative swarm art project that creates 3D animations by running a Particle Swarm Optimization algorithm over synthetic landscapes produced by an objective function. Different kinds of functions are explored, including mathematical expressions, Perlin noise-based terrain, and several image-based procedures. A method for displaying the particle swarm exploring the search space in aesthetically pleasing ways is described. Several experiments are detailed and analyzed and a number of interesting visual artifacts are highlighted.

Keywords