Commit c6834324 authored by Hans Vrapi's avatar Hans Vrapi
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update README file

parent 20ba776e
#Storm-bn
##Storm-bn
Storm-bn s a prototypical tool for the analysis of (parametric) Bayesian networks. It presents alternative techniques for (a) inference on classical Bayesian networks in which all probabilities are fixed, and for (b) parameter synthesis problems when conditional probability tables (CPTs) in such networks contain symbolic variables rather than concrete probabilities. The key idea is to exploit probabilistic model checking as well as its recent extension to parameter synthesis techniques thereof for parametric Markov chains. To enable this, the (parametric) Bayesian networks are transformed into (parametric) Markov chains and their objectives are mapped onto probabilistic temporal logic formulas (PCTL).
(a) Given the Bayesian network B (and the evidence E), our tool-chain enables computing the inference probabilities for the given queries.
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