Compare genetic neural network with ANN
[7 marks]Give the differences between Supervised Learning and Unsupervised learning
[7 marks]Discuss various operations of fuzzy sets with example
[7 marks]Explain Roulette-wheel Selection and Rank Selection with example.
[7 marks]Explain Mamdani fuzzy inference model in brief.
[7 marks]Discuss Back Propagation algorithm.
[7 marks]Write a brief note on Kohonen’s Self Organizing networks
[7 marks]Write a short notes on: i. Radial Basis Function ii. LVQ
[7 marks]How TSP can be solved using GA. Describe operation performed in different phases using suitable examples
[7 marks]Explain various defuzzification methods
[7 marks]Explain various hybrid system
[7 marks]Define rough set, upper approximation, and lower approximation. Explain with example.
[7 marks]Draw a flowchart and explain an evolutionary algorithm
[7 marks]Discuss Adaptive Neuro-Fuzzy Inference Systems.
[7 marks]Discuss Sequence Prediction in machine learning.
[7 marks]Discuss color recipe prediction with soft computing in detail.
[7 marks]Explain the Hebbian Learning Rule
[7 marks]