1. Genetic Algorithms Viewed as Anticipatory Systems.
- Author
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Mocanu, Irina, Kalisz, Eugenia, and Negreanu, Lorina
- Subjects
GENETIC algorithms ,ALGORITHMS ,EXPECTATION (Philosophy) ,EVALUATION ,IMAGE storage & retrieval systems ,INFORMATION storage & retrieval systems ,IMAGE retrieval ,INFORMATION retrieval - Abstract
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. [ABSTRACT FROM AUTHOR]
- Published
- 2010
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