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Genetic Algorithms Viewed as Anticipatory Systems

2010; American Institute of Physics; Linguagem: Inglês

10.1063/1.3527157

1935-0465

Irina Mocanu, Eugenia Kalisz, Lorina Negreanu, Daniel M. Dubois,

Video Analysis and Summarization

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.