CSE 541 Rick Parent ELEMENTARY NUMERICAL METHODS Winter 2012.

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Presentation transcript:

CSE 541 Rick Parent ELEMENTARY NUMERICAL METHODS Winter 2012

Rick Parent DL787 tentative office hours: T, Th 2:00-3:00 CLASS INFORMATION Grader:?

CSE 541: ELEMENTARY NUMERICAL METHODS Survey of numerical methods: number systems, errors of finite representation, solution of single non-linear equation, interpolation, numerical integration, solution of linear systems. Prereqs: CSE221, Math153 CSE LEC DL369; T, Th 3:30-4:48

Homeworks - w/ minimal C/C++ programming Midterms (2) Final Grading 30% 40% Textbook Numerical Mathematics and Computing By Cheney and Kincaid, Fifth Edition, 2004 (or Sixth Edition, 2008)

Schedule assignments due dates exam dates pdf’s of lecture slides* *slides are not a tutorial!

no late homeworks accepted missing unexcused quiz or test => 0 unless you can document ‘valid’ reason something beyond your control Rules no curving, no rounding you get what you get if you need a certain grade - earn it! responsible for what’s covered in class!

Academic Misconduct - Don’t Office of Disability Services Other info.

Course Topics Taylor’s Theorem Computer representation of real numbers Root finding: solve for zeros: f(x) = 0 Numerical differentiation & integration Solving linear system of equations Horner’s method Interpolation (e.g. Lagrange)

Analytic v. Numerical Methods numerical approximating a quantity while maintaining a reasonable bound on the error analytical deriving an expression using symbolic manipulation (and assumes infinite precision)

Elementary Numerical Methods considerations about computing some function doing math on a computer representing infinite precision values in computer increase efficiency usually by approximations reducing error bounding error estimating error

Discretization and finite computation intrinsic to computers! tracking function values at discrete intervals finite bit representation discrete numerical estimates of integral and derivative iterative approximations to solution

Classic text: Numerical Recipes in C root finding Topics: solving common problems interpolating computing derivatives & integrals interpolation solutions to systems of linear equations

Motivation optimization: finding zeros of derivative resource allocation networks, AI, operational research physical simulation integrating force to get acceleration integrating acceleration to get velocity integrating velocity to get position