Evaluating the XCS learning classifier system in competitive simultaneous learning environments

  • Authors:

  • Neera P. Sood;Ashley G. Williams;Kenneth A. De Jong

  • Affiliations:

  • The Mitre Corporation, McLean, VA;The Mitre Corporation, McLean, VA;George Mason University, Fairfax, Virginia

  • Venue:
  • GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
  • Year:
  • 2005

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Abstract

We would like to evaluate the XCS [1] Learning Classifier System (LCS [2]) to see if it can be applied to a specific aviation industry problem. We are interested in seeing whether it can offer an accessible representation model and evolve feasible strategies to predict future demand patterns endogenously, and in parallel with the supply side simulation.