RBF - Radial Basis Function Network Training

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Note: The table package contains some auxiliary programs for preprocessing the data files.

Description

RBF is a set of programs to train a radial basis function network and to execute it on new data. The network may be initialized with the result of the probabilistic and fuzzy clustering programs of the cluster package.

If you have trouble executing the programs on Microsoft Windows, check whether you have the Microsoft Visual C++ Redistributable Packages for Visual Studio 2015 installed, as the library was compiled with Microsoft Visual Studio 2015.

An introduction to neural networks and radial basis function networks in particular can be found in:

• Computational Intelligence - A Methodological Introduction
  Rudolf Kruse, Christian Borgelt, Frank Klawonn, Christian Moewes, Georg Ruß, Matthias Steinbrecher and Pascal Held
  Springer-Verlag, Berlin/Heidelberg, Germany 2013, ISBN 978-1-4471-5012-1
  (488 pages, in English)
• Computational Intelligence
  Rudolf Kruse, Christian Borgelt, Frank Klawonn, Christian Moewes, Georg Ruß, and Matthias Steinbrecher
  Vieweg+Teubner Verlag, Wiesbaden, Germany 2011, ISBN 978-3-8348-1275-9
  (461 pages, in German)
• Neuro-Fuzzy-Systeme - Von den Grundlagen Neuronaler Netze zu modernen Fuzzy-Systemen
  Detlef Nauck, Christian Borgelt, Frank Klawonn und Rudolf Kruse.
  Vieweg-Verlag, Wiesbaden, Germany 2003, ISBN 3-528-25265-0
  (448 pages, in German)