Explain Importance of Soft Computing.
[3 marks]Explain main component of soft computing.
[4 marks]Explain architecture and application of fuzzy-neural system. Give advantages and disadvantages of the same.
[7 marks]Differentiate hard computing and soft computing.
[3 marks]Enlist and explain properties of fuzzy sets.
[4 marks]Explain all methods of De-fuzzification.
[7 marks]Write short note on GA operators.
Compare biological neuron with artificial neuron.
[3 marks]Design mamdani fuzzy logic controller.
[4 marks]List and Explain techniques of Supervised Learning Network.
[7 marks]State the merits and demerits of Kohonen Self-organizing feature maps.
[3 marks]Explain McCulloch-Pitts Neuron model.
[4 marks]List and explain techniques of Unsupervised Learning Network.
[7 marks]Explain membership functions and its features
[3 marks]Explain Hebb network neuron model.
[4 marks]Explain the basic membership functions of fuzzy sets with a suitable example.
[7 marks]Enlist various types of learning methods in neural network.
[3 marks]Explain genetic algorithm operator: Mutation.
[4 marks]What are the evolution steps of genetic algorithm? Draw flow chart. Explain selection methods applied to genetic algorithm
[7 marks]Compare Fuzzy Logic and Crisp Logic
[3 marks]Explain term Reproduction in Genetic Algorithm.
[4 marks]Distinguish between supervised and unsupervised learning network.
[7 marks]What is learning vector quantization.
[3 marks]Write a short note on hybrid intelligent system.
[4 marks]Explain any application of Genetic algorithm for single objective optimization problem.
[7 marks]