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Advanced Optimization Techniques and Hands-on with MATLAB/SCILAB

Resource Persons: Prof. Ganapati Panda, IIT Bhubaneswar Dr. Pyari M. Pradhan, IIT Roorkee Dr. Sriparna Saha, IIT Patna Dr. Nithin V. George, IIT Gandhinagar Dr. Jagdish Chand Bansal, South Asian University, New Delhi Dr. Sitanshu Sekhar Sahu, Birla Institute of Technology, Mesra Dr. Rahul Kumar Vijay, Banasthali Vidyapith Prof. Rajesh Kumar, MNIT Jaipur Dr. Urvashi Prakash Shukla, MNIT Jaipur Ms. Rachana Gupta, MNIT Jaipur Mr. Dinesh Kumar Kotary, MNIT Jaipur Principal Coordinator : Dr. S J Nanda, MNIT Jaipur Principal Co-coordinator : Dr Prashant K. Jain, IIITDM Jabalpur

13- 24 Jul 2020 List of Participants Schedule Apply Online(Closed..) Academy level Coordinator : Dr Prabin K. Padhy, IIITDM Jabalpur

Course Fee Details:
Course fee 500/- for (student/faculty), 1000/- for others
50% discount for ST/SC participants

Payment Details:
Name: “IIITDMJ-E&ICT ACADEMY”
Bank Name: Allahabad Bank \Indian Bank
A/C No. : 50302042708
IFSC Code: ALLA0212433
Brach Name: Mehgawan, IIITDM Branch
(Allahabad bank is merged with Indian Bank from April 1, 2020)

Course contents:

• Unconstrained and Constrained Optimization, Linear Programming, Graphical Method, Symmetric Dual Problems, Simplex Method, Derivative based Optimization, Newton’s Method, Least Mean Square Method. Quantum Superposition and Entanglement; Quantum Gates and Circuits; No cloning theorem & Quantum Teleportation; Bell’s inequality and its implications
• Swarm Intelligence (Particle Swarm Optimization, Ant Colony Optimization, Cat Swarm Optimization, Cuckoo-search, Grey Wolf Optimization, Whale Optimization), Bio Inspired Optimization (Artificial Immune System, Bacterial Foraging Optimization), Physical Algorithms (Simulated Annealing, Colliding Bodies Optimization, Gravitational Search Optimization).
• Linear Optical Approaches; Nonlinear Optical Approaches; Limits of the approaches; Future scope
• Benchmark mathematical function optimization, Linear and Nonlinear System Identification, Dynamic System Identification, Communication Channel Equalization, Device Modeling, Forecasting/Prediction of time series, Data Classification and Clustering, Hybridization of optimization techniques with Neural Networks and Deep Neural Networks.
• Multi-modal function Optimization, Evolutionary Computation (Genetic algorithm, Genetic Programming, Differential Evolution, Social Spider Optimization)
• Multi-objective Optimization, Non-dominated Solutions, Non-dominated Sorted Genetic Algorithm (NSGA-II), Multi objective Particle Swarm Optimization, Many-objective Optimization, NSGA-III.

Core Team Members, E&ICT Academy:

Prof Aparajita Ojha
Email: aojha@iiitdmj.ac.in

Prof. Vijay Kumar Gupta
Email: vkgupta@iiitdmj.ac.in

Prof. P.N. Kondekar
Email: pnkondekar@iiitdmj.ac.in

Dr. Atul Gupta
Email: atul@iiitdmj.ac.in

Dr. Prashant Kumar Jain
Email: pkjain@iiitdmj.ac.in

Website: ict.iiitdmj.ac.in

Contact us :
Maj Neha Rawat (Retd) : +9893443284
Business Manager,
Electronics and ICT Academy
PDPM Indian Institute of Information Technology,
Design and Manufacturing, Jabalpur,
Dumna Airport Road, Jabalpur 482005
Email: neharawat@iiitdmj.ac.in
Website: ict.iiitdmj.ac.in