There are three families of exact methods used for probabilistic inference in belief nets. It is necessary to compare them and analyze the advantages and the disadvantages of each algorithm, and know the time cost of m ...

Functional programming is concerned with referential transparency, that is, given a certain function and its parameter, that the result will always be the same. However, it seems that this is violated in applications in ...

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The work in this thesis falls into two parts. The first part presents a rigorous theory of probability densities and correlation functions within the framework of the exponential spaces of D. S. Carter. The second par ...