Generic Inference : a Unifying Theory for Automated Reasoning /

"This book provides a rigorous algebraic study of the most popular inference formalisms with a special focus on their wide application area, showing that all these tasks can be performed by a single generic inference algorithm. Written by the leading international authority on the topic, it inc...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Pouly, Marc, 1980- (Autor), Kohlas, Jürg, 1939- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, N.J. : Wiley, [2011], ©2011.
Temas:
Valuation theory.
Algorithms.
Algebra, Abstract.
Algorithms
Théorie des valuations.
Algorithmes.
Algèbre abstraite.
algorithms.
TECHNOLOGY & ENGINEERING > Electronics > General.
MATHEMATICS > Probability & Statistics > General.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Front Matter
  • Local Computation. Valuation Algebras
  • Inference Problems
  • Computing Single Queries
  • Computing Multiple Queries
  • Generic Constructions. Semiring Valuation Algebras
  • Valuation Algebras for Path Problems
  • Language and Information
  • Applications. Dynamic Programming
  • Sparse Matrix Techniques
  • Gaussian Information
  • References
  • Index.
  • pt. 1. Logical computation
  • pt. 2. Generic constructions
  • pt. 3. Applications.

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