Subject Code: MA7L007  Subject Name: Soft Computing  LTP: 310  Credit:4 

Prerequisite(s): Nil  
Introduction to Soft Computing, Components of Soft Computing, Importance of Soft Computing, Fuzzy Set Theory  Definition, Different types of fuzzy set Membership Functions, Fuzzy Set theoretic operations, Fuzzy Rules and Fuzzy Reasoning, Fuzzy Inference Systems, GA, Simulated Annealing, Particle swarm optimization, Neural Networks Supervised Learning, Unsupervised Learning, Hybrid Systems  Neuro Fuzzy Modeling, Fuzzy cmeans, Applications in Image Processing, Neurofuzzy control, Data Mining. Implementation of the problems using MATLAB. 

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