ENGLISH

Technologies for Constructing Intelligent Systems 1: Tasks

Book information

Publisher
Physica-Verlag Heidelberg
Year
2002
ISBN
978-3-662-00329-9, 978-3-7908-1797-3
DOI
10.1007/978-3-7908-1797-3
Language
english
Format
PDF
Filesize
15 MB (15229315 bytes)
Series
Studies in Fuzziness and Soft Computing 89
Edition
1
Pages
404\403
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00

Description

Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book deals with the theory behind the solutions to difficult problems in the construction of intelligent systems. Particular attention is paid to situations in which the available information and data may be imprecise, uncertain, incomplete or of linguistic nature. Various methodologies for these cases are discussed, among which are probabilistic, possibilistic, fuzzy, logical, evidential and network-based frameworks. One purpose of the book is to consider how these methods can be used cooperatively. Topics included in the book include fundamental issues in uncertainty, the rapidly emerging discipline of information aggregation, neural networks, bayesian networks and other network methods, as well as logic-based systems.

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