Geometry Reconstruction of Conducting Cylinders Using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

  author =       "Raymond A. Wildman and Daniel S. Weile",
  title =        "Geometry Reconstruction of Conducting Cylinders Using
                 Genetic Programming",
  journal =      "IEEE Transactions on Antennas and Propagation",
  year =         "2007",
  volume =       "55",
  number =       "3",
  pages =        "629--636",
  month =        mar,
  keywords =     "genetic algorithms, genetic programming, Boolean
                 functions, computational electromagnetics,
                 computational geometry, conducting bodies,
                 electromagnetic wave scattering, Boolean combination,
                 conducting cylinder, encoding, geometry reconstruction,
                 inverse scattering problem, tree-shaped chromosome,
                 two-dimensional conductors",
  DOI =          "doi:10.1109/TAP.2007.891565",
  ISSN =         "0018-926X",
  abstract =     "A genetic programming-based method for the imaging of
                 two-dimensional conductors is presented. Geometry is
                 encoded in this scheme using a tree-shaped chromosome
                 to represent the Boolean combination of convex polygons
                 into an arbitrary two-dimensional geometry. The
                 polygons themselves are encoded as the convex hull of
                 variable-length lists of points that reside in the
                 terminal nodes of the tree. A set of genetic operators
                 is defined for efficiently solving the inverse
                 scattering problem. Specifically, the encoding scheme
                 allows for a standard genetic programming crossover
                 operator, and several mutation operators are designed
                 in consideration of the encoding scheme. Several
                 results are presented that demonstrate the method on a
                 number of different shapes",

Genetic Programming entries for Raymond A Wildman Daniel S Weile