{"product_id":"neurocontrol-learning-control-systems-inspired-by-neuronal-architectures-and-human-problem-solving-strategies-von-e-ersu-h-tolle","title":"Neurocontrol","description":"\u003cp\u003eSince heavily non-linear and\/or very complex processes still\u003c\/p\u003e\u003cp\u003e            pose a problem for automatic control, they can often be\u003c\/p\u003e\u003cp\u003e            handled easily by human operators. The book describes re-\u003c\/p\u003e\u003cp\u003e            sults from ten years of research on learning control loops,\u003c\/p\u003e\u003cp\u003e            which imitate these abilities. After discussing the diffe-\u003c\/p\u003e\u003cp\u003e            rencesto adaptive control some background on human informa-\u003c\/p\u003e\u003cp\u003e            tion processing and   behaviour is put forward and some lear-\u003c\/p\u003e\u003cp\u003e            ning control loop structure related to these ideas is shown.\u003c\/p\u003e\u003cp\u003e            The ability to learn is due to memories, which are able to\u003c\/p\u003e\u003cp\u003e            interpolate for multi-dimensional input spaces between              scat-\u003c\/p\u003e\u003cp\u003e            tered output values. A neuronally and mathematically inspi-\u003c\/p\u003e\u003cp\u003e            red   memory lay out-are compared and it is shown that they\u003c\/p\u003e\u003cp\u003e            learn much faster thanbackpropagation neural networks,\u003c\/p\u003e\u003cp\u003e            which can also be used. For the learning   control loop diffe-\u003c\/p\u003e\u003cp\u003e            rent architectures are given. Their usefulness is       demonstra-\u003c\/p\u003e\u003cp\u003e            ted by simulation and results from applications to real          pi-\u003c\/p\u003e\u003cp\u003e            lot plants. The book should be of interest for control engi-\u003c\/p\u003e\u003cp\u003e            neers  as well as researchers in neural net applications\u003c\/p\u003e\u003cp\u003e            and\/or artificial         intelligence. The usual mathematical back-\u003c\/p\u003e\u003cp\u003e            ground of engineers is           sufficient.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783540550570\"\u003e\u003ch3\u003eLearning Control Systems Inspired by Neuronal Architectures and Human Problem Solving Strategies\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783540550570","offer_id":39426021752925,"sku":"9783540550570","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/a31ff5ec-7a41-474f-afcb-69333bc7fd05.jpg?v=1775626386","url":"https:\/\/shop.autorenwelt.de\/products\/neurocontrol-learning-control-systems-inspired-by-neuronal-architectures-and-human-problem-solving-strategies-von-e-ersu-h-tolle","provider":"Autorenwelt Shop","version":"1.0","type":"link"}