Problems
| 13.1 | Describe the salient features of ANNs. Which features are most important for their application in control systems? |
| 13.2 | Discuss various modelling paradigms used for modelling a system using ANN. Also discuss their advantages and disadvantages. |
| 13.3 | Describe the steps in implementation of a controller using ANN. |
| 13.4 | What is the role played by validation data and testing data in designing effective controller using ANNs? |
| 13.5 | What kind of activation functions are used in ANNs? Which activation function is suitable for what kind of application? |
| 13.6 | What is the need of scaling the input and output data? Discuss different methods that can be employed for scaling input–output data. |
| 13.7 | Describe the different functions available in MATLAB 7 for ... |
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