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• Crisp Set theory with Zadeh's notations
• Introduction to Fuzzy sets and set operations
• Crisp relations and set operations on relations
• Fuzzy relations and fuzzy set operations on relations
• Fuzzy cross product and fuzzy compositions
• Crisp Equivalence and Tolerence relations
• Fuzzy Equivalence and Tolerence relations
• Lambda-cut and its properties
• Defuzzification of fuzzy sets
• Fuzzy similarity measures
• Fuzzy logic and fuzzy propositional calculus
• Fuzzy implications and linguistic hedges
• Fuzzy rule based systems (conjunctive and disjunctive systems)
• Mamdani's fuzzy inference systems
• Fuzzy classification using fuzzy equivalence relations
• Hard c-means
• Fuzzy clustering: Fuzzy c-means
• Genetic Algorithms
• Genetic Algorithms (continued)
• Introduction to neural Networks
• Hebb Learning, delta rule
• Rosenblatt perceptron model of neural Networks
• Auto associative memory Networks
• Implementation of Auto associative memory Networks in MS Excel
• Bidirectional associative memory Networks
• Hopfield associative memory Networks
• Memorization with neural networks
• Adaline Networks
• Madaline Networks
• Madaline Networks (continued)