Optimizing Probabilities in Probabilistic Logic Programs

Probabilistic logic programming is an effective formalism for encoding problems characterized by uncertainty. Some of these problems may require the optimization of probability values subject to constraints among probability distributions of random variables. Here, we introduce a new class of probab...

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Bibliographic Details

Published in:	Theory and practice of logic programming Vol. 21; no. 5; pp. 543 - 556
Main Authors:	AZZOLINI, DAMIANO, RIGUZZI, FABRIZIO
Format:	Journal Article
Language:	English
Published:	Cambridge, UK Cambridge University Press 01.09.2021
Subjects:	Algorithms Logic programming Logic programs Optimization Original Article Random variables Statistical analysis optimization constraints probabilistic logic programming
ISSN:	1471-0684, 1475-3081
Online Access:	Get full text
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