Abstract
We introduce a formal framework for reasoning about performance-style properties of probabilistic programs at the level of program code. Drawing heavily on the refinement-style of program verification, our approach promotes abstraction and proof re-use. The theory and proof tools to facilitate the verification have been implemented in HOL.
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Celiku, O., McIver, A. (2005). Compositional Specification and Analysis of Cost-Based Properties in Probabilistic Programs. In: Fitzgerald, J., Hayes, I.J., Tarlecki, A. (eds) FM 2005: Formal Methods. FM 2005. Lecture Notes in Computer Science, vol 3582. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11526841_9
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DOI: https://doi.org/10.1007/11526841_9
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-27882-5
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