UID:
almahu_9949198288502882
Format:
XIII, 422 p. 9 illus.
,
online resource.
Edition:
1st ed. 1995.
ISBN:
9783662016749
Series Statement:
Lecture Notes in Economics and Mathematical Systems, 425
Content:
The subject of the book is an approach to the modeling of and the reasoning under uncertainty. It develops the Dempster-Shafer Theory as a theory of the reliability of reasoning with uncertain arguments. A particular interest of this approach is that it yields a new synthesis and integration of logic and probability theory. The reader will benefit from a new view at uncertainty modeling which extends classical probability theory.
Note:
1. Introductory Examples -- 2. The Mathematical Concept of a Hint -- 3. Support, Credibility, Plausibility and Possibility -- 4. Combining Hints -- 5. Probabilistic Assumption-Based Reasoning -- 6. Rule-Based Systems With Unreliable Rules -- 7. Compatible Frames of Discernment -- 8. Reasoning on Compatible Frames -- 9. Statistical Inference -- 10. Describing Uncertainty in Dynamical Systems -- 11. Diagnostics -- 12. Temporal and Spatial Reasoning -- 13. The General Model of a Hint -- 14. Structure of Support and Plausibility -- 15. Dempster's Rule in the General Case -- 16. Closed Random Intervals -- References.
In:
Springer Nature eBook
Additional Edition:
Printed edition: ISBN 9783540591764
Additional Edition:
Printed edition: ISBN 9783662016756
Language:
English
Subjects:
Economics
,
Mathematics
DOI:
10.1007/978-3-662-01674-9
URL:
https://doi.org/10.1007/978-3-662-01674-9
URL:
Volltext
(URL des Erstveröffentlichers)
