Define soft and hard computing systems? Briefly discuss the advantages of AI.
[7 marks]Explain any two selection methods in GA.
[7 marks]Explain basic Neural Network architecture and working with example.
[7 marks]Discuss in brief about the evolution of ANN, Fuzzy and GA.
[7 marks]Explain the GA’s Application for the maintenance schedule of power transmission network.
[7 marks]Explain (1) α -cut (2) Linguistic variable (3) Membership Function (4) Fuzzy singleton (5) Fuzzification (6) Cross-over (7) Mutation.
[7 marks]Explain single-layer and multi-layer feed forward networks in ANN.
[7 marks]Explain architecture of Back propagation Network.
[7 marks]Explain basic Fuzzy set operators and properties of Fuzzy set.
[7 marks]Differentiate between Crisp logic and Fuzzy logic. Explain Fuzzy Neural Network approach with suitable diagram.
[7 marks]State the working principal of GA. Discuss different types of cross over methods.
[7 marks]Write short note on Schema Theorem and discuss the relationship between schema and chromosome?
[7 marks]Define fuzzification and defuzzification. Explain any defuzzification method.
[7 marks]Explain the following genetic representations with appropriate illustrations.
[7 marks]Octal (b) Binary (c) Hexadecimal
[ marks]Discuss the application of AI techniques for load balancing of three phase distribution system?
[7 marks]How neural network can be useful for dealing the voltage stability issue?
[7 marks]Suggest neural network-based design for power system security assessment.
[7 marks]