Neurocontrol
H. TolleE. Ersü
Broschiertes Buch

Neurocontrol

Learning Control Systems Inspired by Neuronal Architectures and Human Problem Solving Strategies

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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...