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The material that will be covered in this class includes the following:
- Chapter 1
- Basic concepts and Taylor's Theorem
- Orders of convergence
- Difference equations
- Chapter 2
- Floating-point numbers and roundoff errors
- Absolute and relative errors
- Conditioning
- Chapter 3
- Bisection
- Newton's Method
- Secant Method
- Fixed points
- Chapter 4
- Matrix Algebra
- LU factorization
- Pivoting
- Norms and analysis of error
- Chapter 6
- Polynomial interpolation
- Divided difference
- Hermite interpolation
- Spline interpolation
- Chapter 7
- Numerical Differentiation
- Numerical integration via interpolation
- Gaussina quadrature
- Romberg integration
- Chapter 8
- Existence and uniqueness of solutions to DE's
- Taylor series methods
- Runge-Kutta Methods
- Multistep methods
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