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, Modeling, Simulation and AI, Intelligent Systems, Role of IS, Comparisons with conventional programs

Artificial Neural Network: introduction - difference between human machine and intelligence - neural network models- architectures – knowledge representation– learning process

Introduction– fuzzy sets - membership function –fuzzy inference -properties of fuzzy sets, fuzzification, arithmetic operations of fuzzy numbers-defuzzification methods

Introduction-encoding –fitness function-reproduction operators-genetic modeling –genetic operators- cross over and mutation- generational cycle-convergence of genetic algorithm

Applications of AI techniques- load forecasting – load flow studies – economic load dispatch – load frequency control-Electric Vehicles