Fuzzy and Neuro-Fuzzy Intelligent Systems

Intelligence systems. We perfonn routine tasks on a daily basis, as for example: • recognition of faces of persons (also faces not seen for many years), • identification of dangerous situations during car driving, • deciding to buy or sell stock, • reading hand-written symbols, • discriminating betw...

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Bibliographic Details
Main Authors: Czogala, Ernest (Author, http://id.loc.gov/vocabulary/relators/aut), Leski, Jacek (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Heidelberg : Physica-Verlag HD : Imprint: Physica, 2000.
Edition:1st ed. 2000.
Series:Studies in Fuzziness and Soft Computing, 47
Subjects:
Online Access:Full Text via HEAL-Link
Description
Summary:Intelligence systems. We perfonn routine tasks on a daily basis, as for example: • recognition of faces of persons (also faces not seen for many years), • identification of dangerous situations during car driving, • deciding to buy or sell stock, • reading hand-written symbols, • discriminating between vines made from Sauvignon Blanc, Syrah or Merlot grapes, and others. Human experts carry out the following: • diagnosing diseases, • localizing faults in electronic circuits, • optimal moves in chess games. It is possible to design artificial systems to replace or "duplicate" the human expert. There are many possible definitions of intelligence systems. One of them is that: an intelligence system is a system able to make decisions that would be regarded as intelligent ifthey were observed in humans. Intelligence systems adapt themselves using some example situations (inputs of a system) and their correct decisions (system's output). The system after this learning phase can make decisions automatically for future situations. This system can also perfonn tasks difficult or impossible to do for humans, as for example: compression of signals and digital channel equalization.
Physical Description:XVI, 195 p. 72 illus. online resource.
ISBN:9783790818536
ISSN:1434-9922 ;
DOI:10.1007/978-3-7908-1853-6