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Testing for Emergence in Artificial Life

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1674))

Abstract

The field of artificial life (Alife) is replete with documented instances of emergence, though debate still persists as to the meaning of this term. In the absence of a formal definition, researchers in the field would be well served by adopting an emergence certification mark which would garner approval from the Alife community. We propose an emergence test, consisting of three criteria—design, observation, and surprise—for conferring the emergence label.

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References

  1. R. C. Arkin. Behavior-Based Robotics. The MIT Press, Cambridge, MA, 1998.

    Google Scholar 

  2. P. Cariani. Emergence and artificial life. In C. G. Langton, C. Taylor, J. D. Farmer, and S. Rasmussen, editors, Artificial Life II, volume X of SFI Studies in the Sciences of Complexity, pages 775–797, Redwood City, CA, 1992. Addison-Wesley.

    Google Scholar 

  3. J. P. Crutchfield. Is anything ever new? Considering emergence. In G. Cowan, D. Pines, and D. Melzner, editors, Complexity: Metaphors, Models, and Reality, pages 515–537. Addison-Wesley, Reading, MA, 1994.

    Google Scholar 

  4. C. Emmeche. The Garden in the Machine: The Emerging Science of Artificial Life. Princeton University Press, Princeton, N.J., 1994.

    Google Scholar 

  5. C. Emmeche, S. Køppe, and F. Stjernfelt. Explaining emergence: Towards an ontology of levels. Journal for General Philosophy of Science, 28:83–119, 1997.

    Article  Google Scholar 

  6. M. Gell-Mann. The Quark and the Jaguar: Adventures in the Simple and the Complex. Freeman, New York, 1994.

    MATH  Google Scholar 

  7. J. H. Holland. Emergence: From Chaos to Order. Addison-Wesley, Reading, Massachusetts, 1998.

    MATH  Google Scholar 

  8. H. Mallot. Life is like a game of chess: review of “Emergence: From Chaos to Order” by John Holland. Nature, 395:342, September 1998.

    Article  Google Scholar 

  9. C. W. Reynolds. Flocks, herds, and schools: A distributed behavioral model. Computer Graphics, 21(4):25–34, July 1987.

    Article  MathSciNet  Google Scholar 

  10. E. M. A. Ronald, M. Sipper, and M. S. Capcarrère. Design, observation, surprise! A test of emergence. Artificial Life, 1999. (to appear).

    Google Scholar 

  11. L. Steels. The artificial life roots of artificial intelligence. Artificial Life, 1(1/2):75–110, 1994. The MIT Press, Cambridge, MA.

    Google Scholar 

  12. I. Stewart. The ultimate in anty-particles. Scientific American, 271(1):104–107, July 1994.

    Article  Google Scholar 

  13. G. Theraulaz and E. Bonabeau. Coordination in distributed building. Science, 269:686–688, August 1995.

    Article  Google Scholar 

  14. A. M. Turing. Computing machinery and intelligence. Mind, 59:433–460, 1950.

    Article  MathSciNet  Google Scholar 

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© 1999 Springer-Verlag Berlin Heidelberg

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Ronald, E.M.A., Sipper, M., Capcarrère, M.S. (1999). Testing for Emergence in Artificial Life. In: Floreano, D., Nicoud, JD., Mondada, F. (eds) Advances in Artificial Life. ECAL 1999. Lecture Notes in Computer Science(), vol 1674. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48304-7_5

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  • DOI: https://doi.org/10.1007/3-540-48304-7_5

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-66452-9

  • Online ISBN: 978-3-540-48304-5

  • eBook Packages: Springer Book Archive

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