Title
Artificial Neural Networks For Modelling And Control Of Nonlinear Systems
Delivery time: 8-12 business days (International)
Artificial Neural Networks Possess Several Properties That Make Them Particularly Attractive For Applications To Modelling And Control Of Complex Nonlinear Systems. Among These Properties Are Their Universal Approximation Ability, Their Parallel Network Structure And The Availability Of On And Offline Learning Methods For The Interconnection Weights. However, Dynamic Models That Contain Neural Network Architectures Might Be Highly Nonlinear And Difficult To Analyse As A Result. Artificial Neural Networks For Modelling And Control Of Nonlinear Systems Investigates The Subject From A System Theoretical Point Of View. However The Mathematical Theory That Is Required From The Reader Is Limited To Matrix Calculus, Basic Analysis, Differential Equations And Basic Linear System Theory. No Preliminary Knowledge Of Neural Networks Is Explicitly Required.The Book Presents Both Classical And Novel Network Architectures And Learning Algorithms For Modelling And Control. Topics Include Nonlinear System Identification, Neural Optimal Control, Topdown Model Based Neural Control Design And Stability Analysis Of Neural Control Systems. A Major Contribution Of This Book Is To Introduce Nlq Theory As An Extension Towards Modern Control Theory, In Order To Analyze And Synthesize Nonlinear Systems That Contain Linear Together With Static Nonlinear Operators That Satisfy A Sector Condition: Neural State Space Control Systems Are An Example. Moreover, It Turns Out That Nlq Theory Is Unifying With Respect To Many Problems Arising In Neural Networks, Systems And Control. Examples Show That Complex Nonlinear Systems Can Be Modelled And Controlled Within Nlq Theory, Including Mastering Chaos.The Didactic Flavor Of This Book Makes It Suitable For Use As A Text For A Course On Neural Networks. In Addition, Researchers And Designers Will Find Many Important New Techniques, In Particular Nlqtheory, That Have Applications In Control Theory, System Theory, Circuit Theory And Time Series Analysis.
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Shipping & Returns
Shipping
We ship your order within 2–3 business days for USA deliveries and 5–8 business days for international shipments. Once your package has been dispatched from our warehouse, you'll receive an email confirmation with a tracking number, allowing you to track the status of your delivery.
Returns
To facilitate a smooth return process, a Return Authorization (RA) Number is required for all returns. Returns without a valid RA number will be declined and may incur additional fees. You can request an RA number within 15 days of the original delivery date. For more details, please refer to our Return & Refund Policy page.
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Warranty
We provide a 2-year limited warranty, from the date of purchase for all our products.
If you believe you have received a defective product, or are experiencing any problems with your product, please contact us.
This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).
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Your payment information is processed securely. We do not store credit card details nor have access to your credit card information.
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