- Departments / Centres
FUZZY SYSTEMS AND GENETIC ALGORITHMS
Different faces of imprecision – inexactness, Ambiguity, Undecidability, Fuzziness and certainty, Fuzzy sets and crisp sets.
Intersections of Fuzzy sets, Union of Fuzzy sets, the complement of Fuzzy sets - Fuzzy reasoning .
Linguistic variables, Fuzzy propositions, Fuzzy compositional rules of inference- Methods of decompositions and defuzzification.
Methodology of fuzzy design - Direct & Indirect methods with single and multiple experts ,Applications - Fuzzy controllers –Control and Estimation.
Genetic Algorithms- Basic structure coding steps of GA, Convergence characteristics, Applications.
Zimmermann, H.J., `Fuzzy set theory and its applications’, Allied publishers limited, Madras,1996.
Klir, G.J., and Folger, T. `Fuzzy sets, uncertainty and information’, PHI, New Delhi,1991.
M.Mitchell,”Introduction to Genetic Algorithms”, Indian reprint, MIT press,Cambridge,USA,1996.