This is due to an arithmetic calculation accuracy problem?
Yes. solvers do not use exact arithmetic, they use tolerances, and will only ever be accurate to their tolerance, which is usually somewhere between 1e-6 and 1e-9.
See
How can I obtain an ‘accurate’ desired results?
You cannot find the exact solution. This is a limitation of numerical solvers.