Numerical integration with a singularity at the upper limit
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How can I numerically integrate a function with a singularity at the upper limit? The 'integral' function is not smooth to changes in the lower limit. Here is a code with my function and a plot that illustrates the instability:
n=20;
h1=@(x) x.^(1/2+n).*(1-x).^(1/2-n);
inth1=@(p) integral(h1,p,0.99);
fplot(inth1,[0.5,0.55])
quadgk does not solve the problem.
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John D'Errico
le 30 Mar 2016
No matter what numerical methods scheme one chooses to solve this problem, you can always choose a sufficiently large value of n that makes it unstable. NO numerical method will survive your test, IF you are willing to make your function arbitrarily nasty.
Anyway, there is not in fact a singularity at the limits of integration here, but beyond those limits. The singularities are at x=0 and x=1, whereas you have chosen [p,0.99] as the limits of integration. This is a completely different problem than one with a singularity.
If you insist on solving such arbitrarily nearly singular problems, you will probably need to work in a higher precision arithmetic than double precision. So I'd start by looking at the symbolic toolbox.
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