solving a nonlinear equation faster

조회 수: 3 (최근 30일)
ektor
ektor 2017년 11월 8일
댓글: Walter Roberson 2017년 11월 8일
Dear all,
I want to solve this equation
-0.5+ 0.5*a*exp(-x-b*c) -(x-d)/e=0
where a,b,c,d are known quantities that change in each iteration of the algorithm.
So, I use the following code
x0=1;
Myfun = @(x, a, b, c,d,e) -0.5+ 0.5*a*exp(-x-b*c) -(x-d)/e;
A=fzero(@(x)Myfun(x, a, b, c,d,e),x0);
However, I noticed that this code is slow. So I tried something like
ff=0;
while abs(ff) > 0.0001
ff= -0.5+ 0.5*a*exp(-x-b*c) -(x-d)/e;
g=-0.5*a*exp(-x-b*c) -1/e ;
x = x - ff/g;
end
where g is the first derivative of the main function ff.
But I do not get similar solutions. Do you thing that the second piece of code is wrong?

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Walter Roberson
Walter Roberson 2017년 11월 8일
It has an exact solution:
lambertw((1/2)*a*e*exp(-b*c-d+(1/2)*e))+d-(1/2)*e
You will need the Symbolic Toolbox for lambertw
  댓글 수: 2
ektor
ektor 2017년 11월 8일
It is extremely slow in my code
Walter Roberson
Walter Roberson 2017년 11월 8일
On my system, with numeric a, b, c, d, e, it takes about 6E-5 seconds each, which is very reasonable.

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