Propositional, Probabilistic and Evidential Reasoning Integrating Numerical and Symbolic Approaches /

• Κύριος συγγραφέας: Liu, Weiru (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Heidelberg : Physica-Verlag HD : Imprint: Physica, 2001.
• Έκδοση: 1st ed. 2001.
• Σειρά: Studies in Fuzziness and Soft Computing, 77
• Θέματα: Artificial intelligence.; Coding theory.; Information theory.; Discrete mathematics.; Computer mathematics.; Economic theory.; Artificial Intelligence.; Coding and Information Theory.; Discrete Mathematics.; Computational Mathematics and Numerical Analysis.; Economic Theory/Quantitative Economics/Mathematical Methods.

The book systematically provides the reader with a broad range of systems/research work to date that address the importance of combining numerical and symbolic approaches to reasoning under uncertainty in complex applications. It covers techniques on how to extend propositional logic to a probabilis...

Πίνακας περιεχομένων:

• 1 Introduction
• 2 Incidence Calculus
• 3 Generalizing Incidence Calculus
• 4 From Numerical to Symbolic Assignments
• 5 Combining Multiple Pieces of Evidence
• 6 The Dempster-Shafer Theory of Evidence
• 7 A Comprehensive Comparison of Generalized Incidence Calculus and Dempster-Shafer Theory
• 8 Assumption-Based Truth Maintenance Systems
• 9 Relations Between Extended Incidence Calculus and Assumption-Based Truth Maintenance System
• 10 Conclusion
• Mathematical Notation
• List of Figures
• List of Tables.