Neurocontrol Book by E. Ersa1/4 - Bookswagon UAE
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Neurocontrol

Neurocontrol


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About the Book

Since heavily non-linear and/or very complex processes still pose a problem for automatic control, they can often be handled easily by human operators. The book describes re- sults from ten years of research on learning control loops, which imitate these abilities. After discussing the diffe- rencesto adaptive control some background on human informa- tion processing and behaviour is put forward and some lear- ning control loop structure related to these ideas is shown. The ability to learn is due to memories, which are able to interpolate for multi-dimensional input spaces between scat- tered output values. A neuronally and mathematically inspi- red memory lay out-are compared and it is shown that they learn much faster thanbackpropagation neural networks, which can also be used. For the learning control loop diffe- rent architectures are given. Their usefulness is demonstra- ted by simulation and results from applications to real pi- lot plants. The book should be of interest for control engi- neers as well as researchers in neural net applications and/or artificial intelligence. The usual mathematical back- ground of engineers is sufficient.


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Product Details
  • ISBN-13: 9783540550570
  • Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • Binding: Paperback
  • Height: 244 mm
  • No of Pages: 214
  • Series Title: Lecture Notes in Control and Information Sciences
  • Sub Title: Learning Control Systems Inspired by Neuronal Architectures and Human Problem Solving Strategies
  • Width: 170 mm
  • ISBN-10: 3540550577
  • Publisher Date: 05 Mar 1992
  • Edition: 1992 ed.
  • Language: English
  • Returnable: Y
  • Spine Width: 12 mm
  • Weight: 421 gr


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