xn+1=xn−f(xn)f′(xn)x sub n plus 1 end-sub equals x sub n minus the fraction with numerator f of open paren x sub n close paren and denominator f prime of open paren x sub n close paren end-fraction HKUST - Numerical Methods for Engineers Course Overview
In programming assignments involving linear algebra, the most common bugs are dimension mismatch errors. Always print or display the shape of your matrices before running them through loops.
The Finite Difference Method (FDM) converts continuous differential equations into systems of algebraic equations by replacing derivatives with finite-difference approximations.
: All assignments use MATLAB. Access to MATLAB Online and the MATLAB Grader is provided to enrolled students.
The course is rigorous. It covers:
When you're stuck, legitimate help is available through various channels without resorting to answer copying.
The course covers a wide range of topics, including numerical solutions of linear and nonlinear equations, interpolation and approximation, differentiation and integration, and numerical solution of ordinary differential equations. The instructor provides a good balance of theoretical foundations and practical applications, which helps to reinforce understanding and make the material more engaging.
Engineering problems frequently require finding where a function equals zero or solving massive systems of simultaneous equations (such as structural truss analysis).
Real-world systems involve hundreds of simultaneous equations. The curriculum teaches you how to solve these using matrix algebra:
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