TEST_ZERO
Zero Finder Tests


TEST_ZERO is a Python library which defines a number of nonlinear functions.

The nonlinear functions are intended for use in demonstrating or testing zero finder algorithms, that is, programs that seek a root of a scalar equation F(X)=0.

The functions, which are accessible by number, are

  1. f(x) = sin ( x ) - x / 2.
  2. f(x) = 2 * x - exp ( - x ).
  3. f(x) = x * exp ( - x ).
  4. f(x) = exp ( x ) - 1 / ( 10 * x )^2.
  5. f(x) = ( x + 3 ) * ( x - 1 )^2.
  6. f(x) = exp ( x ) - 2 - 1 / ( 10 * x )^2 + 2 / ( 100 * x )^3.
  7. f(x) = x^3.
  8. f(x) = cos ( x ) - x.
  9. the Newton Baffler.
  10. the Repeller.
  11. the Pinhead.
  12. Flat Stanley.
  13. Lazy Boy.
  14. the Camel.
  15. a pathological function for Newton's method.
  16. Kepler's Equation.
  17. f(x) = x^3 - 2*x - 5, Wallis's function.
  18. f(x) = (x-1)^7, written term by term.
  19. f(x) = cos(100*x)-4*erf(30*x-10)

Licensing:

The computer code and data files described and made available on this web page are distributed under the GNU LGPL license.

Languages:

TEST_ZERO is available in a C version and a C++ version and a FORTRAN77 version and a FORTRAN90 version and a MATLAB version and a Python version.

Related Data and Programs:

BISECTION_RC, a Python library which seeks a solution to the equation F(X)=0 using bisection within a user-supplied change of sign interval [A,B]. The procedure is written using reverse communication (RC).

ZERO_RC, a Python library which seeks solutions of a scalar nonlinear equation f(x) = 0, or a system of nonlinear equations, using reverse communication.

Reference:

  1. George Donovan, Arnold Miller, Timothy Moreland,
    Pathological Functions for Newton's Method,
    American Mathematical Monthly, January 1993, pages 53-58.
  2. Peter Colwell,
    Solving Kepler's Equation Over Three Centuries,
    Willmann-Bell, 1993
  3. Arnold Krommer, Christoph Ueberhuber,
    Numerical Integration on Advanced Systems,
    Springer, 1994.

PNG images of the graphs of some of the functions were made using MATLAB:

Source Code:

Methods and utility functions:

You can go up one level to the Python source codes.


Last revised on 02 December 2016.