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Online Course

Fuzzy Sets, Logic and Systems & Applications

Indian Institute of Technology Kanpur and NPTEL via Swayam

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Overview

The course is designed to give a solid grounding of fundamental concepts of fuzzy logic and its applications. The level of the course is chosen to be such that all students aspiring to be a part of computational intelligence directly or indirectly in near future should get these concepts.

INTENDED AUDIENCE : UG, PG Students, industry professionals, researchers etc. PREREQUISITES : Nil INDUSTRY SUPPORT : Nil

Syllabus

COURSE LAYOUT Week 1: Introduction and Fuzzy Sets Theory Week 2: Membership Functions Week 3: Set Theoretic Operations Week 4: Fuzzy Arithmetic Week 5: Fuzzy Relations Week 6: Fuzzy Inference Systems I Week 7: Fuzzy Inference Systems II Week 8: Wang and Mendel Model Week 9: TSK Model Week 10: Fuzzifiers and Defuzzifiers Week 11: ANFIS Architecture Week 12: Fuzzy Systems and Machine Learning

Taught by

Prof. Nishchal Kumar Verma

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