Operation with large and small numbers
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1^4 + 1^4 + 23512^4 - 23512^4 = 2
but
Matlab says
1^4 + 1^4 + 23512^4 - 23512^4 = 0.
Answers (2)
Image Analyst
on 5 Jan 2023
It's called truncation error. You should have learned about it in your linear algebra or numerical analysis course.
Basically it's caused by adding a gigantic number to a small number (2). There are not enough digits in 64 bits to accurately represent the 2 in the ones column of the number. The number if basically truncated and the 2 and perhaps even some other digits (like the 10's place) are lost.
To fix, use parentheses:
result = (1^4 + 1^4) + (23512^4 - 23512^4)
The first term is 2 and the second term is 0. Those numbers are in the same range and can be added with no truncation.
2 Comments
Franklin
on 6 Jan 2023
Image Analyst
on 6 Jan 2023
See the FAQ:
You're still bound by truncation error.
Why is the order important, and why do you have such enormous numbers added to such tiny numbers?
You might have some luck with the symbolic toolbox, but I don't have that so can't advise you on that. Call tech support about that.
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