Eye-tracking evolutionary algorithm to minimize user fatigue in IEC applied to interactive one-max problem

  • Authors:
  • Denis Pallez;Philippe Collard;Thierry Baccino;Laurent Dumercy

  • Affiliations:
  • University Lyon1;Université de Nice;Université de Nice;Université de Nice

  • Venue:
  • Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
  • Year:
  • 2007

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Abstract

In this paper, we describe a new algorithm that consists in combining an eye-tracker for minimizing the fatigue of a user during the evaluation process of Interactive Evolutionary Computation. The approach is then applied to the Interactive One-Max optimization problem.