Working with applied math, this book allows students to solve most second-order differential equations; however, answers you get in numerical analysis are only in numeric approximations. Life of Fred Calculus is recommended as a prerequisite because students are learning how to integrate tons of functions. Students write fairly simple computer programs in this course. Complete solutions are included.
- Solving every equation that is in the form f(x) = 0.
- Bisection method.
- Solving f(x) = 5.
- Solve x to the x power equals 5.
- Solving f(x) = g(x).
- Finding the value of cos(cos(cos(cos(cos(cos(cos(cos(cos(cos(cos(cos(x)))))))))))).
- Secant method.
- Newton method.
- Finding the polynomial to interpolate five points.
- The Lagrange polynomial.
- Dealing with 900 points and no given f(x).
- Splines.
- Piecewise polynomial approximations.
- Numerical integration.
- Why Simpson's rule is true.
- Numerical differentiation.
- Monte Carlo methods.
- First-order ordinary differential equations starting with y' = g(x).
- Starting with y' = g(x, y).
- Euler's method.
- Runge-Kutta method.
- Second-order differential equations.
- Second-order boundary problems.
- Second-order initial value problems.
- Parabolic partial differential equations.
- Elliptic partial differential equations.
- Hyperbolic partial differential equations.