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Many real-life situations require that a match between quantities, behaviors, etc. be found. That is the case, for instance, when scientists try to find a fit between two sets of data, or a set of observations and a given model. Often such situations require that the minimum (or maximum) of a computed difference be found. These situations can be modeled as optimization problems. There exist multiple...
In many practical situations, we need, given the values of the observed quantities x1;…; xn, to predict the value of a desired quantity y. To estimate the accuracy of a prediction algorithm ƒ(x1; … xn), we need to compare the results of this algorithm's prediction with the actually observed values.
In this paper, we consider the problem of automatically assessing sofware quality. We show that we can look at this problem, called Software Quality Assessment (SQA), as a multicriteria decision-making problem. Indeed, just like software is assessed along different criteria, Multi-Criteria Decision Making (MCDM) is about decisions that are based on several criteria that are usually conflicting and...
In Multi-Criteria Decision Making (MCDM), decisions are based on several criteria that are usually conflicting and non-homogenously satisfied. Non-additive (fuzzy) measures along with the Choquet integral can model and aggregate the levels of satisfaction of these criteria by considering their relationships. However, in practice, it is difficult to identify such fuzzy measures. An automated process...
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