UNIVERSITY OF KERALA - Marian Engineering College
UNIVERSITY OF KERALA - Marian Engineering College
UNIVERSITY OF KERALA - Marian Engineering College
You also want an ePaper? Increase the reach of your titles
YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.
B.Tech Comp. Sc. & Engg., University of Kerala 79<br />
08.805 (1) FUZZY SET THEORY AND APPLICATIONS (ELECTIVE III) 3 – 1 – 0<br />
Module I (18 hours)<br />
Uncertainty and imprecision, Fuzzy sets and membership. Classical sets and Fuzzy sets, Operations,<br />
Properties. Classical relations and Fuzzy relations, Cartesian product, Crisp and Fuzzy relations, Tolerance<br />
and Equivalence relations, Cosine amplitude method, Max-Min method. Membership functions, Features,<br />
Various forms, Fuzzification, Membership value assignments, Intuition, Inference, Rank ordering, Inductive<br />
reasoning.<br />
Module II (16 hours)<br />
Defuzzification to Crisp sets, Lambda-Cuts (-cuts) for Fuzzy sets and relations, Defuzzification methods.<br />
Classical Logic and Fuzzy Logic. Fuzzy systems, Natural language, Linguistic hedges. Fuzzy rule-based<br />
systems, Graphical techniques of inference.<br />
Module III (18 hours)<br />
Applications, Fuzzy Controllers (overview & example), Fuzzy Systems and Neural Networks, Fuzzy Neural<br />
Networks, Fuzzy Clustering, Fuzzy Pattern Recognition, Fuzzy Image Processing, Fuzzy Databases and<br />
Information retrieval systems.<br />
Text Books:<br />
1. Fuzzy Logic with <strong>Engineering</strong> Applications – Timothy J. Ross, Wiley Int. Edition (Modules I and II)<br />
2. Fuzzy Sets and Fuzzy Logic: Theory and Applications – George J. Klir and Bo Yuan , PHI (Module III)<br />
Reference Books:<br />
1. Fuzzy Sets, Uncertainty, and Information – George J. Klir and Tina A. Folger, PHI<br />
2. Fuzzy Set Theory and its Applications – H.J. Zimmerman, Kluwer Academic Publishers<br />
3. Fuzzy Logic: Intelligence, Control, and Information – John Yen and Reza Langari, Pearson Education<br />
Internal Continuous Assessment (Maximum Marks-50)<br />
25 Marks - Tests (minimum 2)<br />
15 Marks - Assignments (minimum 3) such as home work, problem solving, literature survey, seminar,<br />
term-project, software exercises, etc.<br />
10 Marks - Regularity in the class<br />
University Examination Pattern<br />
PART A: Short answer questions 10 x 4 marks=40 marks<br />
All questions are compulsory. There should be at least three questions<br />
from each module and not more than four questions from any module.<br />
PART B: Descriptive/Analytical/Problem solving questions 3 x 20 marks=60 marks<br />
Candidates have to answer one question out of two or two questions<br />
out of four from each module<br />
Maximum Total Marks: 100