Fsolve produces comlex numbers
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When i run my code, the result are complex numbers. Is there anyway i can locate the cause or any suggestions on how to obtian non-complex numbers will be helpful.
Answers (2)
Torsten
on 29 May 2023
Edited: Torsten
on 29 May 2023
The usual reasons why solvers like "fsolve" produce complex numbers are:
- you take the square-root of a negative number (sqrt(x) with x negative)
- you exponentiate a negative number (x^a with x negative)
- you take the logarithm of a negative number (log(x) with x negative)
- or similar operations with functions that give complex results ...
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John D'Errico
on 29 May 2023
Remember that fsolve does not allow constraints. Not even bound constraints. So when one of the variables tries to go into a bad place, where, perhaps you are taking the sqrt of a negative number, then complex results start getting created. That commonly happens when a log, a sqrt, a fractional power are applied to a negative number. But other operations surely cause problems of this sort too.
I would strongly suggest you learn to use the debugger. Use it to watch your objective function, and see when something strange happens.
You might decide to set breakpoints in your function. Or, you might just decide to dump the current set of parameters at each iteration to the command window, as well as the objective. Watch for when a problem arises, and you will see that what we have said is surely true.
help debug
Can you stop fsolve from going to the bad places in your parameter space? Sadly, no. You can use other optimizers. But even there, you need to know where it is trying to go, and what constraints you need to apply. You can also decide to transform the parameters, to avoid the problem from happening. Of course, since we don't see any code, it becomes impossible to offer any useful help.
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Walter Roberson
on 30 May 2023
Debugging tip:
On the first executable line after you calculate the value to be returned, put in a conditional breakpoint. The command line form of it would be like
dbstop at LINENUMBER if any(imag(VARIABLE)~=0)
or you can right-click when pointing to the dot before the line in the editor and insert a conditional breakpoint with expression any(imag(VARIABLE)~=0)
This requires that there is at least one executable line in the function before the function is finished. The easiest way to arrange that is to use an end statement matching the function header. (Note that all functions in the same file must be the same style -- either they all have end matching function or else none of them do.)
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