UNIT 1:
History and Introduction, Intelligence, Communication, Learning, Artificial Intelligence
Importance, Definitions, Programming Methods, Techniques, Progress of Artificial Intelligence
Growth of AI, AI and Industry, AI and the world, Current Trends in Applied AI,
Growth of AI, AI and Industry, AI and the world, Current Trends in Applied AI,
Modeling, Simulation and AI, Intelligent Systems, Role of IS, Comparisons with conventional programs
UNIT 2:
Difference between human machine and intelligence
Neural network models, Architectures of neural network models
Introduction to Artificial Neural Network
Knowledge representation of neural network, Learning process of neural network
Knowledge representation of neural network, Learning process of neural network
UNIT 3:
Introduction to fuzzy sets
Membership function, Fuzzy inference -properties of fuzzy sets
Membership function, Fuzzy inference -properties of fuzzy sets
Fuzzification, Arithmetic operations of fuzzy numbers
UNIT 4:
Introduction to Genetic Algorithm
Cross over , Reproduction operators
mutation, generational cycle, Genetic modeling and Genetic operators
Convergence of genetic algorithm, Evolution of GA
UNIT 5:
Applications of AI techniques
Applications of AI techniques
Load forecasting, Load flow techniques by using AI Techniques
Economic load dispatch, Load frequency control by using AI Techniques
Electric Vehicles by using AI Techniques
