The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities

@article{Lehman2018TheSC,
  title={The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities},
  author={Joel Lehman and J. Clune and Dusan Misevic and C. Adami and L. Altenberg and J. Beaulieu and P. Bentley and Samuel Bernard and G. Beslon and David M. Bryson and P. Chrabaszcz and Nick Cheney and Antoine Cully and S. Doncieux and F. Dyer and Kai Olav Ellefsen and R. Feldt and S. Fischer and S. Forrest and Antoine Fr{\'e}noy and Christian Gagn{\'e} and Leni K. Le Goff and Laura M. Grabowski and B. Hodjat and F. Hutter and L. Keller and Carole Knibbe and Peter Krcah and R. Lenski and H. Lipson and R. MacCurdy and C. Maestre and R. Miikkulainen and S. Mitri and David E. Moriarty and Jean-Baptiste Mouret and Anh M Nguyen and C. Ofria and M. Parizeau and D. P. Parsons and R. Pennock and W. Punch and Thomas S. Ray and Marc Schoenauer and Eric Shulte and K. Sims and K. Stanley and F. Taddei and Danesh Tarapore and S. Thibault and W. Weimer and R. Watson and Jason Yosinksi},
  journal={Artificial Life},
  year={2018},
  volume={26},
  pages={274-306}
}
  • Joel Lehman, J. Clune, +50 authors Jason Yosinksi
  • Published 2018
  • Medicine, Computer Science
  • Artificial Life
  • Biological evolution provides a creative fount of complex and subtle adaptations, often surprising the scientists who discover them. [...] Key Result In doing so we also present here substantial evidence that the existence and importance of evolutionary surprises extends beyond the natural world, and may indeed be a universal property of all complex evolving systems.Expand Abstract
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    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 179 REFERENCES
    The evolutionary origin of complex features
    • 621
    • PDF
    An Evolutionary Approach to Synthetic Biology: Zen and the Art of Creating Life
    • 68
    • PDF
    Emergence: Chaos to Order
    • 1,039
    • PDF
    The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems and Adaptation
    • G. Flake
    • Computer Science, Mathematics
    • 1998
    • 322
    • PDF
    Spontaneous evolution of modularity and network motifs.
    • 745
    • PDF
    Evolutionary computation: a unified approach
    • 324
    Genome complexity, robustness and genetic interactions in digital organisms
    • 285
    • PDF
    Design by Directed Evolution
    • 355
    • PDF
    Models, simulations, instantiations, and evidence: the case of digital evolution
    • 47
    • PDF