
Автор: Judea Pearl
Название: Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
Издательство: Morgan Kaufmann
Год: 1988
ISBN: 1558604790
Серия: Morgan Kaufmann Series in Representation and Reasoning
Язык: English
Формат: pdf
Размер: 23,6 mb
Страниц: 552
This book is the culmination of an investigation into the applicability of probabilistic methods to tasks requiring automated reasoning under uncertainty. The result is a computation-minded interpretation of probability theory, an interpretation that exposes the qualitative nature of this centuries-old formalism, its solid epistemological foundation, its compatibility with human intuition and, most importantly, its amenability to network representations and to parallel and distributed computation.