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Autonomous, Model-Based Diagnosis Agents (The Springer International Series in Engineering and Computer Science) Pdf

Download Autonomous, Model-Based Diagnosis Agents (The Springer International Series in Engineering and Computer Science) Pdf

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Book Description:

Autonomous, Model-Based Diagnosis Agents defines and describes the implementation of an construction for autonomous, model-based evaluation brokers. It does this by making a logic programming technique for model-based evaluation and introducing strategies to deal with additional difficult evaluation points, and then embedding the evaluation framework into the agent construction of vivid brokers.
Autonomous, Model-Based Diagnosis Agents surveys extended logic programming and reveals how this expressive language is used to model evaluation points stemming from functions akin to digital circuits, guests control, integrity checking of a chemical database, alarm-correlation in cellphone networks, evaluation of an automatic mirror furnace, and evaluation of communication protocols. The book evaluations a bottom-up algorithm to remove contradiction from extended logic packages and significantly improves it by prime-down evaluation of extended logic packages. Every algorithms are evaluated in the circuit space along with a lot of the ISCAS85 benchmark circuits.
This whole in-depth analysis of concepts, architectures, and implementation of autonomous, model-based evaluation brokers will in all probability be of good value for researchers, engineers, and graduate school college students with a background in artificial intelligence. For practitioners, it gives three essential contributions: first, it gives many examples from quite a few areas just like alarm correlation in phone networks to inconsistency checking in databases; second, it describes an construction to develop brokers; and third, it describes an aesthetic and declarative implementation of the concepts and architectures launched.




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