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Courses » Numerical methods

Numerical methods

ABOUT THE COURSE

This course is a basic course offered to UG student of Engineering/Science background. It contains solution of system of linear equations, roots of non-linear equations, interpolation, numerical differentiation and integration. It plays an important role for solving various engineering sciences problems.  Therefore, it has tremendous applications in diverse fields in engineering sciences.

Important For Certification/Credit Transfer:

Weekly Assignments and Discussion Forum can be accessed ONLY by enrolling here

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Note: Content is Free!

All content including discussion forum and assignments, is free


Final Exam (in-person, invigilated, currently conducted in India) is mandatory for Certification and has INR Rs. 1100 as exam fee.


INTENDED AUDIENCE

UG students of technical universities/colleges.
It is a core course for UG.


PRE-REQUISITES

Not Required

INDUSTRIES THAT WILL RECOGNIZE THIS COURSE

TCS, Intel, General Electric, General Motors, ABB, Nuclear Industries, etc.

3745 students have enrolled already!!

COURSE INSTRUCTORS



Dr.Ameeya Kumar Nayak  is  Associate  Professor  in  Department  of  Mathematics  at  IIT Roorkee and actively involved in teaching and research in the direction of numerical modeling of fluid flow problems for last ten years. His research interests are in the fundamental understanding of species transport in macro and micro-scale confinements with applications in biomedical devices and micro electro mechanical systems. He has authored and co-authored more than 28 peer-reviewed journal papers, which includes publications in Springer, ASME, American Chemical Society and Elsevier journals. He is also active in writing book chapter with reputed international publication house.



Dr.Sanjeev Kumar is working as an associate professor with  Department of Mathematics, IIT Roorkee. Earlier, he worked as a postdoctoral fellow with Department of Mathematics and Computer Science, University of Udine, Italy and assistant professor with IIT Roorkee. He is actively involved in teaching and research in the area of computational algorithms, inverse problems and image processing. He has published more than 55 papers in various international journals conferences of repute. He has completed a couple of sponsored research projects and written several chapters in reputed books published with Springer and CRC press.

COURSE PLAN

Week 1: Introduction to significant digits and errors, Solution of system of linear Equations (direct methods, Iterative methods, Ill-conditioned systems)
 
Week 2: Roots of Nonlinear Equations (Bisection method, Regula-Falsi method, Newton-Raphson method, Fixed point iteration method, convergence criteria )

Week 3: Eigenvalues and Eigenvectors, Gerschgorin circle theorem , Jacobi method, Power methods

Week 4: Interpolation (Finite difference operators, difference tables, Newton's Forward/Backward difference)

Week 5: Interpolation ( Central difference  formula's i.e.  Bessel and Stirling’s interpolation formulae, Divided differences, Lagrange interpolation and Newton’s divided   difference interpolation)

Week 6: Numerical Differentiation (Using Forward/ Backward/central difference formula) Week:7 Integration (Trapezoidal and Simpson's rules for integration)

Week 7: Numerical Integration

Week 8:
Solution of first order and second order ordinary differential equations (Euler method, Euler modified method, Runge-Kutta methods, Milne PC method)



SUGGESTED READING

List of reference materials/books    
1. Gerald, C. F. and Wheatly, P. O.," Applied Numerical Analysis", 6th Edition, Wesley.
2. Jain, M. K., Iyengar, S. R. K. and Jain, R. K., "Numerical Methods for Scientific and Engineering Computation", New Age Pvt. Pub, New Delhi.
3. Conte, S. D. and De Boor, C., "Elementary Numerical Analysis", Mc Graw Hill Publisher.
4. Krishnamurthy, E. V. & Sen, S. K., "Applied Numerical Analysis", East West Publication.

CERTIFICATION EXAM :
  • The exam is optional for a fee.
  • Date and Time of Exam: October 7, 2018 (Sunday)
  • Time of Exams: Morning session 9am to 12 noon; Afternoon session: 2pm to 5pm.
  • Exam for this Course will be available in both morning & afternoon sessions.
  • Registration url: Announcements will be made when the registration form is open for registrations.
  • The online registration form has to be filled and the certification exam fee needs to be paid. More details will be made available when the exam registration form is published.
CERTIFICATE:
  • Final score will be calculated as : 25% assignment score + 75% final exam score
  • 25% assignment score is calculated as 25% of average of 8 weeks course: Best 6 out of 8 assignments
  • E-Certificate will be given to those who register and write the exam and score greater than or equal to 40% final score. Certificate will have your name, photograph and the score in the final exam with the breakup. It will have the logos of NPTEL and IIT Roorkee. It will be e-verifiable atnptel.ac.in/noc.