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Könyv Probabilistic Reasoning in Multiagent Systems Yang Xiang

Probabilistic Reasoning in Multiagent Systems

Szerző: Yang Xiang
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Cambridge University Press
Elérhetőség: Beszállítói készleten
Küldés 9-15 napon belül
24 738 Ft
This 2002 book investigates the opportunities in building intelligent decision support systems offer...

Információk a könyvről

Szerző
Yang Xiang
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2010
oldal
308
EAN
9780521153904
ISBN
0521153905
Enbook ID
04090988
Kiadó
Cambridge University Press
Súly
490
Méretek
170 x 244 x 16

Teljes leírás

This 2002 book investigates the opportunities in building intelligent decision support systems offered by multi-agent distributed probabilistic reasoning. Probabilistic reasoning with graphical models, also known as Bayesian networks or belief networks, has become increasingly an active field of research and practice in artificial intelligence, operations research and statistics. The success of this technique in modeling intelligent decision support systems under the centralized and single-agent paradigm has been striking. Yang Xiang extends graphical dependence models to the distributed and multi-agent paradigm. He identifies the major technical challenges involved in such an endeavor and presents the results. The framework developed in the book allows distributed representation of uncertain knowledge on a large and complex environment embedded in multiple cooperative agents, and effective, exact and distributed probabilistic inference.

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