Data Engineering
Fuzzy Mathematics in Systems Theory and Data Analysis

Olaf Wolkenhauer (Author)

9780471416562, Wiley

Hardback, published 20 July 2001

296 pages
24.5 x 16.2 x 2.6 cm, 0.619 kg

"To cope with real world uncertainties and provide a philosophical and practical guide...several methodologies are presented..." (SciTech Book News, Vol. 25, No. 4, December 2001)

"...certainly a book that should be in the library of any institution where research and advanced study in fuzzy systems are carried out." (Choice, Vol. 39, No. 7, March 2002)

"...well organized, easy to read, and self-contained.... I would recommend it to anyone interested in self-study of the basic ideas of fuzzy systems..." (International Journal of General Systems, Vol. 31, No. 6, 2002)

Eines der wenigen Bücher, die die wichtigsten theoretischen und praktischen Werkzeuge zur Analyse komplexer Systeme auch für Nicht-Fachleute verständlich erklären! Das Material wurde einer erfolgreichen einschlägigen Vorlesung entnommen. Von einem ftp-Server können zugehörige MATLAB- und Mathematica-Tools und Simulationen abgerufen werden.

Preface.

Acknowledgments.

Introduction.

System Analysis.

Uncertainty Techniques.

Learning from Data: System Identification.

Propositions as Subsets of the Data Space.

Fuzzy Systems and Identification.

Random-Set Modelling and Identification.

Certain Uncertainty.

Fuzzy Inference Engines.

Fuzzy Classification.

Fuzzy Control.

Fuzzy Mathematics.

Summary.

Appendices.

Index.

Subject Areas: Electronics & communications engineering [TJ]