The Uncertain Reasoner's Companion: A Mathematical Perspective

ISBN-13: 9780521032728 / Angielski / Miękka / 2006 / 224 str.

J. B. Paris; C. J. Van Rijsbergen; S. Abramsky

Opis

Reasoning under uncertainty, that is, making judgments with only partial knowledge, is a major theme in artificial intelligence. Professor Paris provides here an introduction to the mathematical foundations of the subject. The author presents the key results on the subject, and formalizes within a unified framework the main contemporary approaches and assumptions. He concentrates on giving clear mathematical formulations, analyses, justifications, and consequences of the main theories about uncertain reasoning.