Visualizing Tree Structures in Genetic Programming

  • Jason M. Daida
  • Adam M. Hilss
  • David J. Ward
  • Stephen L. Long
Conference paper

DOI: 10.1007/3-540-45110-2_59

Part of the Lecture Notes in Computer Science book series (LNCS, volume 2724)
Cite this paper as:
Daida J.M., Hilss A.M., Ward D.J., Long S.L. (2003) Visualizing Tree Structures in Genetic Programming. In: Cantú-Paz E. et al. (eds) Genetic and Evolutionary Computation — GECCO 2003. GECCO 2003. Lecture Notes in Computer Science, vol 2724. Springer, Berlin, Heidelberg

Abstract

This paper presents methods to visualize the structure of trees that occur in genetic programming. These methods allow for the inspection of structure of entire trees of arbitrary size. The methods also scale to allow for the inspection of structure for an entire population. Examples are given from a typical problem. The examples indicate further studies that might be enabled by visualizing structure at these scales.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2003

Authors and Affiliations

  • Jason M. Daida
    • 1
  • Adam M. Hilss
    • 1
  • David J. Ward
    • 1
  • Stephen L. Long
    • 1
  1. 1.Center for the Study of Complex Systems and the Space Physics Research LaboratoryThe University of MichiganAnn Arbor

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