Requirements on the Use of Goal-Directed Imitation for Self-Adaptation

  • Authors:
  • Marcel Hiel;Hans Weigand

  • Affiliations:
  • Tilburg University, The Netherlands;Tilburg University, The Netherlands

  • Venue:
  • DEXA '06 Proceedings of the 17th International Conference on Database and Expert Systems Applications
  • Year:
  • 2006

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Abstract

Imitation is a powerful mechanism in human society, and has proven its usefulness in machine learning. This paper describes the notion of goal-directed imitation and its possible role in realizing self-adaptive systems. The conditions for its application are analyzed. We illustrate the working of imitation in self-adaptation by means of a small example.