Automating Asteroid Surface Composition Identification from Reflectance Spectra

Created by W.Langdon from gp-bibliography.bib Revision:1.4192

  author =       "K. A. Farry and J. S. Graham and F. Vilas and 
                 K. S. Jarvis",
  title =        "Automating Asteroid Surface Composition Identification
                 from Reflectance Spectra",
  booktitle =    "The 29th Lunar and Planetary Science Conference",
  year =         "1998",
  pages =        "1661",
  address =      "Houston, Texas, USA",
  month =        "16-20 " # mar,
  keywords =     "genetic algorithms, genetic programming",
  URL =          "",
  size =         "2 pages",
  abstract =     "We are applying genetic programming, an evolutionary
                 programming technique, to identifying the minerals in
                 spectra of asteroids from telescopes. We have done a
                 basic feasibility test of this new identifier concept
                 using US Geological Survey (USGS) spectra of three
                 terrestrial minerals likely to be present in low-albedo
                 asteroid regoliths: Antigorite, Hematite, and Jarosite.
                 Initial results are very promising. Functions produced
                 by genetic programming correctly identify 96percent of
                 140 spectra corrupted by measurement noise, scale
                 uncertainty, and background continua removal
  notes =        "

                 1 National Research Council (NRC) Research Associate,
                 NASA/JSC/SN3, Houston, TX 77058, 2
                 9311 Tree Branch, Houston, TX 77064. 3 NASA/JSC/SN3,
                 Houston, TX 77058. 4 LMSMSS, Houston, TX 77058.

                 See also (abstract only?) Application of Genetic
                 Programming to Identifying Asteroid Surface Composition
                 from Reflectance Spectra \cite{1997DPS....29.0721F}
                 year 1997, series {Bulletin of the American
                 Astronomical Society}, volume 29, month jul, pages

Genetic Programming entries for Kristin A Farry J S Graham F Vilas K S Jarvis