What is Artificial Intelligence? Give difference between Artificial Intelligence and Human intelligence.
[7 marks]Describe architecture and application of Fuzzy-Neural system with merits and demerits.
[7 marks]Define following terms: (1) α-cut (2) Linguistic variable (3) Membership Function (4) Fuzzy singleton (5) Fuzzification (6) Cross-over (7) Mutation
[7 marks]Explain defuzzification process implemented with fuzzy logic.
[7 marks]Explain Fuzzy Inference Systems.
[7 marks]Explain various types of learning methods in neural network.
[7 marks]Discuss basic structure of ANN with neat diagram.
[7 marks]Write short note on (i) History of ANN and (ii) Advance in ANN.
[7 marks]Explain Single layer and Multi layer feed forward networks.
[7 marks]Explain the working of GA using flowchart.
[7 marks]Discuss various genetic operators and their role in genetic programming.
[7 marks]List various selection methods in GA. Explain any two in detail.
[7 marks]What is a schema? Describe the effect of crossover and mutation over instances of schema?
[7 marks]How ANN can be utilized to resolve the problem associated to economical load dispatch.
[7 marks]Discuss maintenance schedule of electrical power transmission network using genetic algorithm.
[7 marks]Write short note on Application of Fuzzy logic for load balancing in 3-phase distribution system.
[7 marks]Explain role of different AI techniques in load forecasting.
[7 marks]