Genetic Algorithms Viewed as Anticipatory Systems
Irina Georgiana Mocanu, Eugenia Kalisz, Lorina Negreanu, Daniel M. Dubois · AIP conference proceedings · 2010
This paper proposes a new version of genetic algorithms—the anticipatory genetic algorithm AGA. The performance evaluation included in the paper shows that AGA is superior to traditional genetic algorithm from both speed and accuracy points of view. The paper also presents how this algorithm can be applied to solve a complex problem: image annotation, intended to be used in content based image retrieval systems.