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EX-802 (D) RGPV B.Tech

Application of AI in Electrical/Electronics Engg. (AAEEE)

Previous year papers and the official syllabus are free to read, no account needed.

Previous Year Papers

4 papers, latest Jun 2025

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Syllabus, notes and important questions for EX-802 (D)

Syllabus units

Topics as the official RGPV syllabus lists them.

Unit 1 Introduction 12 topics
  • Models of Neural Network – Architectures
  • Knowledge representation
  • Artificial Intelligence and Neural networks
  • Learning process
  • Error correction learning
  • Hebbian learning
  • Competitive learning
  • Boltzman learning
  • Supervised learning
  • Unsupervised learning
  • Reinforcement learning
  • learning tasks
Unit 1 notes
Unit 2 Multi‑layer Perceptron 5 topics
  • Multi‑layer perceptron using Back propagation Algorithm
  • Self‑organizing Map
  • Radial Basis Function Network
  • Functional link network
  • Hopfield Network
Unit 2 notes
Unit 3 Fuzzy Systems 12 topics
  • Fuzzy versus crisp
  • Fuzzy sets
  • Membership function
  • Basic Fuzzy set operations
  • Properties of Fuzzy sets
  • Fuzzy cartesian Product
  • Operations on Fuzzy relations
  • Fuzzy logic
  • Fuzzy Quantifiers
  • Fuzzy Inference
  • Fuzzy Rule based system
  • Defuzzification methods
Unit 3 notes
Unit 4 Genetic Algorithms 18 topics
  • Encoding
  • Fitness Function
  • Reproduction operators
  • Genetic Modeling
  • Genetic operators
  • Crossover
  • Single‑site crossover
  • Two‑point crossover
  • Multi point crossover
  • Uniform crossover
  • Matrix crossover
  • Crossover Rate
  • Inversion & Deletion
  • Mutation operator
  • Mutation
  • Mutation Rate
  • Bit‑wise operators
  • Generational cycle convergence of Genetic Algorithm
Unit 4 notes
Unit 5 Applications 8 topics
  • Load forecasting
  • Load flow studies
  • Economic load dispatch
  • Load frequency control
  • Single area system and two area system
  • Small Signal Stability (Dynamic stability)
  • Reactive power control
  • Speed control of DC and AC Motors
Unit 5 notes
Read the full syllabus

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