Computational Mathematics

This specialization covers solving mathematical problems numerically when no closed form exists: floating point arithmetic and error analysis, root finding, interpolation and approximation, numerical linear algebra including direct and iterative solvers and eigenvalue methods, quadrature, numerical solution of differential equations by finite difference, finite element and spectral methods, and Monte Carlo simulation. Implementation and the stability and convergence of the algorithm are inseparable.