Application of AI in Electrical/Electronics Engg. (EX-802 (D)) - Important Questions

Exploit the error correction learning in artificial intelligence with an appropriate example.

Compare Hebbian and Boltzmann learning and conclude which one is better and why?

Write a short notes on any two of the following:

Exploit radial basis function network with its architecture.

Discuss the functional limit network with its architecture.

Discuss self-organizing maps with their appropriate examples and diagrams.

Discuss the operations on fuzzy relations.

Explain the Fuzzy logic with an appropriate example.

Explain the fuzzy rule based system.

Discuss various types of genetic operator with suitable examples.

Explain Mutation operator and its application.

Explain the economic load dispatch with suitable example.

Discuss load frequency control. Also exploit on what parameters the load frequency control depends.

Explain how the stability for small signal system is achieved?

What is meant by Load Forecasting? Explain it.

Discuss the single and two area system.