Uncertainty and Vagueness in Knowledge Based Systems is popular PDF and ePub book, written by Rudolf Kruse in 2012-12-06, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Uncertainty and Vagueness in Knowledge Based Systems can be Read Online from any device for your convenience.
Uncertainty and Vagueness in Knowledge Based Systems Book PDF Summary
The primary aim of this monograph is to provide a formal framework for the representation and management of uncertainty and vagueness in the field of artificial intelligence. It puts particular emphasis on a thorough analysis of these phenomena and on the development of sound mathematical modeling approaches. Beyond this theoretical basis the scope of the book includes also implementational aspects and a valuation of existing models and systems. The fundamental ambition of this book is to show that vagueness and un certainty can be handled adequately by using measure-theoretic methods. The presentation of applicable knowledge representation formalisms and reasoning algorithms substantiates the claim that efficiency requirements do not necessar ily require renunciation of an uncompromising mathematical modeling. These results are used to evaluate systems based on probabilistic methods as well as on non-standard concepts such as certainty factors, fuzzy sets or belief functions. The book is intended to be self-contained and addresses researchers and practioneers in the field of knowledge based systems. It is in particular suit able as a textbook for graduate-level students in AI, operations research and applied probability. A solid mathematical background is necessary for reading this book. Essential parts of the material have been the subject of courses given by the first author for students of computer science and mathematics held since 1984 at the University in Braunschweig.
Detail Book of Uncertainty and Vagueness in Knowledge Based Systems PDF
- Author : Rudolf Kruse
- Release : 06 December 2012
- Publisher : Springer Science & Business Media
- ISBN : 9783642767029
- Genre : Computers
- Total Page : 495 pages
- Language : English
- PDF File Size : 14,7 Mb
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