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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.

 

Life of Fred: Numerical Analysis

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