Comparison of Certain Evolutionary Algorithms

  • Authors:
  • P. A. Borisovskii;A. V. Eremeev

  • Affiliations:
  • Omsk Affiliated Institute of Mathematics, Siberian Branch, Russian Academy of Sciences, Omsk, Russia;Omsk Affiliated Institute of Mathematics, Siberian Branch, Russian Academy of Sciences, Omsk, Russia

  • Venue:
  • Automation and Remote Control
  • Year:
  • 2004

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Abstract

A simple evolutionary algorithm is theoretically compared with other methods of this class for a situation in which the operator of transition to new solutions satisfies the so-called monotonicity condition. This algorithm under the monotonicity condition is optimal in the class of evolutionary algorithms.