Logical Actions of trees for the comparison of Classification Methods

Abstract: In this paper, a new approach is presented to compare methods. Many works compare classification methods based directly on generated partitions. We propose, instead, a classification methods comparison, based on the structure of logic trees. As result, we obtain grouping of methods and can even measure the distance between them. In this purpose, we apply this new approach in two cases. The first case is related to improved performance of assembly system at the dynamic management flexibility. The second case deals with the similarity coefficients as key decision able to classify methods. The results are very promising.

Keywords: hierarchical classification, classification methods comparaison, similarity coefficients, structure of tree