Neuro-Fuzzy Systems and Evolutionary Optimization with Application
December 10-15, 2018
Course Objectives: Artificial Intelligence is an emerging technology recently used in many industries and consumer applications such as Smartphones, networking, Public Transportation and Automation. These cutting-edge technologies relied on Artificial Neural Network, Fuzzy logics and Optimisation algorithms. This course is intended to cover key aspects of the Neuro-Fuzzy system and Nature Inspired Optimisation algorithms. The course will assist participants to enhance and develop these techniques along with hands-on experience on MATLAB & Simulink environment. By the end of the course the attendants will be able to apply these techniques on different inter-disciplinary applications to boost their research and teaching skills.
Course contents:
Module 1: Introduction to MATLAB and Simulink
MATLAB Environment, Data variable and Programming.
Simulink Design and Introduction to the Control system
toolbox, Fuzzy logic toolbox and Neural Network Tool
box.
Module 2: Artificial Neural Network and Application
Introduction to ANN, Types of ANN architecture, ANN
Classification, Deep learning, ANN Application
Module 3: Fuzzy logic and Applications
Fuzzy Logic, Types of Fuzzy Logic, Introduction to Neuro-Fuzzy, Type-2 Fuzzy model, Application of Fuzzy logic.
Module 4: Evolutionary Optimization algorithm and
Applications
Gradient descent and Least square method, Genetic
Algorithm, Particle Swarm Optimization, Cuckoo Search
Algorithm. Fire-fly algorithm, Application of Evolutionary
Optimization.
Who can attend: Programme is open to faculty from all
colleges and universities, preferably from Madhya
Pradesh, Chhattisgarh, and Maharashtra state. Faculty
members from other states are also eligible. Industry
personnel working in the allied discipline may also apply.
Limited seats are available for research scholars.
How to apply:
Online: The participants may log on to the website
ict.iiitdmj.ac.in and fill up the application form selecting
the name of the course.
You may also send scanned copy of your completed
application form to academyiiitdmj@gmail.com.
Application format may be downloaded from the website
(Also given in this brochure). Print out of the filled in
application form duly endorsed by the forwarding
authority and a demand draft of applicable amount (as
given below) in favour of 'Electronics and ICT Academy,
IIITDMJ' payable at Jabalpur may be sent to the address
given below. No Travelling Allowance will be paid by the
Academy.
Important Dates:
Last Date of Online Registration: December 1, 2018
Course Dates: December 10-15, 2018
Registration Fee :
Academic: Rs. 1000/- (Gen/OBC), Rs. 750/- (SC/ST)
Industry: Rs. 5000/-
(Includes lunch + tea)
Accommodation charges (if needed):
Rs. 1000/-: Hostel on sharing basis and meals at Mess
Rs. 2000/-: Hostel single accommodation and meals at Mess
Institute Visitors Hostel may be provided on request based on
availability at actual cost
Resource Persons:
-
Prof. Aparajita Ojha
Professor, PDPDM IIITDM Jabalpur - Prof. Vijay Kumar Gupta
Professor, PDPDM IIITDM Jabalpur - Dr. Nishchal Verma
Associate Professor, IIT Kanpur - Dr. Prabin Kumar Padhy
Associate Professor, PDPDM IIITDM Jabalpur - Dr. Sachin Kumar Jain
Assistant Professor, PDPDM IIITDM Jabalpur - Dr. Anil Kumar
Assistant Professor, PDPDM IIITDM Jabalpur - Dr. Irshad Ahamad Ansari
Assistant Professor, PDPDM IIITDM Jabalpur
-
Dr. Prabin Kumar Padhy
Associate Professor, PDPDM IIITDM Jabalpur
Email: prabin16@iiitdmj.ac.in
Ph: 0761-2794462, Fax: 0761-2794090 - Dr. Sachin Kumar Jain
Assistant Professor, PDPDM IIITDM Jabalpur
Email: skjain@iiitdmj.ac.in
Ph: 0761-2794468, Fax: 0761-2794090
Electronics and ICT Academy
PDPM Indian Institute of Information Technology,
Design and Manufacturing, Jabalpur,
Dumna Airport Road, Jabalpur 482005
Email: academyiiitdmj@gmail.com
Website: ict.iiitdmj.ac.in