Mathematical Theory of Hints An Approach to the Dempster-Shafer Theory of Evidence
Heftet /
1995
/ Engelsk
Produktdetaljer
ISBN
9783540591764
Publisert
1995-06-20
Utgiver
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG; Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Høyde
229 mm
Bredde
152 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
422
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.
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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.
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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.
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Produktdetaljer
ISBN
9783540591764
Publisert
1995-06-20
Utgiver
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG; Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Høyde
229 mm
Bredde
152 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
422