NOC:Introduction to Soft Computing


Lecture 1 - Introduction to soft computing


Lecture 2 - Introduction to Fuzzy Logic


Lecture 3 - Fuzzy membership functions (Continued...) and Defining Membership functions


Lecture 4 - Fuzzy operations


Lecture 5 - Fuzzy relations


Lecture 6 - Fuzzy Relations (Continued...) and Fuzzy propositions


Lecture 7 - Fuzzy implications


Lecture 8 - Fuzzy Inferences


Lecture 9 - Defuzzification techniques (Part-I)


Lecture 10 - Defuzzification Techniques (Part-I) (Continued...)


Lecture 11 - Fuzzy logic controller


Lecture 12 - Fuzzy Logic Controller (Continued...)


Lecture 13 - Fuzzy logic controller (Continued...)


Lecture 14 - Concept of Genetic Algorithm


Lecture 15 - Concept of Genetic Algorithm (Continued...) and GA Strategies


Lecture 16 - GA Operator : Encoding schemes


Lecture 17 - GA operator : encoding scheme (Continued...)


Lecture 18 - GA Operator : Selection


Lecture 19 - GA Operator : Selection (Continued...)


Lecture 20 - GA Operator : Crossover techniques


Lecture 21 - GA Operator : Crossover (Continued...)


Lecture 22 - GA Operator : Crossover (Continued...)


Lecture 23 - GA Operator : Mutation and others


Lecture 24 - Multi-objective optimization problem solving


Lecture 25 - Multi-objective optimization problem solving (Continued...)


Lecture 26 - Concept of domination


Lecture 27 - Non-Pareto based approaches to solve MOOPs


Lecture 28 - Non-Pareto based approaches to solve MOOPs (Continued...)


Lecture 29 - Pareto-Based approaches to solve MOOPs


Lecture 30 - Pareto-based approaches to solve MOOPs (Continued....)


Lecture 31 - Pareto-based approach to solve MOOPs


Lecture 32 - Pareto-based approach to solve MOOPs (Continued...)


Lecture 33 - Pareto-based approach to solve MOOPs (Continued...)


Lecture 34 - Introduction to Artificial Neural Network


Lecture 35 - ANN Architectures


Lecture 36 - Training ANNs


Lecture 37 - Training ANNs (Continued....)


Lecture 38 - Training ANNs (Continued....)


Lecture 39 - Training ANNs (Continued....)


Lecture 40 - Soft computing tools