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This paper presents two approaches based on different artificial intelligence techniques (AI), genetic algorithms (GA) and neural networks (NN), for pattern recognition on the set of transient reactor signals. The first approach describes a possibilistic analysis based on the minimum centroids set method optimized by genetic algorithm. The use of a possibilistic classification provides a set of natural...