EVALUATION BY SIMULATION

``When you can measure what you are speaking about and express it in numbers you know something about it, but when you cannot measure it, when you cannot express it in numbers, your knowledge is of a meagre and unsatisfactory kind.'' Lord Kelvin, 1883.
The following are 3 examples of randomly generated equations:

x-3+\cosh^{-1}(-3-7x-3x^2) = 0
\left ( (-8+3x-3x^3-3x^4)^4+\frac{{e^{8-4x}}^4}{83521}-15
\right )^4-7+x = 0
x+1+10x^2+(-11)^{(11+5/2x)}+\frac{8}{7x(5-\ln(x-7)/9)} = 0

We evaluate the iterators by running and measuring them against these equations.

Performance of simple iterators
66644 random equations producing 162314 iterators
method failures
converged to a root 69.50% converged to a non-root 3.08%
failed 30.50% diverged 31.85%
average time 2.639 outside domain 43.44%
time per root 3.797 too many iterations 9.59%
iterators per equation 2.436 no iterators 12.03%
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