Explain Importance of Soft Computing.
[3 marks]Explain Hybrid Intelligent Systems concept.
[4 marks]Write short note on GA operators.
[7 marks]Explain concept of Evolutionary Algorithms.
[3 marks]Explain Main Components of Soft Computing.
[4 marks]Explain all methods of De-fuzzification.
[7 marks]How to solve single-objective optimization problems using GAs?
Discuss about the Demorgan’s law for the fuzzy sets. Say whether it is similar to that of classical sets.
[3 marks]Explain development of fuzzy interface systems.
[4 marks]Explain Supervised Learning Network – Perceptron, ADALINE, MADALINE, Back propagation network
[7 marks]Explain Hebb Network.
[3 marks]Explain McCulloch-Pitts Neuron model.
[4 marks]Explain Design of a fuzzy logic controller: Mamdani & Sugeno Architecture.
[7 marks]Explain Properties Fuzzy sets.
[3 marks]Explain Membership functions and its features.
[4 marks]Explain any one application with details of Fuzzy logic systems in control systems.
[7 marks]Compare Biological neurons vs artificial neural network.
[3 marks]Differentiate classical sets vs fuzzy sets.
[4 marks]Explain any one application with details of Neural network systems in control systems.
[7 marks]How is Soft Computing different from Hard Computing?
[3 marks]Define the Cartesian product of two fuzzy sets with the help of an example.
[4 marks]Explain applications of Soft computing in automation, robotics and machine vision.
[7 marks]Explain the difference between randomness and fuzziness.
[3 marks]Explain support vector machine.
[4 marks]Explain Hybrid soft computing systems.
[7 marks]