EAN 9783319042282

Computationally Efficient Model Predictive Control Algorithms: A Neural Network Approach (Studies in Systems, Decision and Control)

EAN 9783319042282
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EAN 9783319042282
MPN 87 black & white illustrations, biograph
Last Scan Apr 12 2025 at 5:51 AM
Description
This book thoroughly discusses computationally efficient (suboptimal) Model Predictive Control (MPC) techniques based on neural models. The subjects treated include: * A few types of suboptimal MPC algorithms in which a linear approximation of the model or of the predicted trajectory is successively calculated on-line and used for prediction. * Implementation details of the MPC algorithms for feed forward perceptron neural models, neural Hammerstein models, neural Wiener models and state-space neural models.
Barcode EAN 9783319042282
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