Quick reply: Usually the convergence depends strongly on the initial guess, rather than convergence options. The PRECISION of the local extrema is determined by the options. You can read some tips about "How to find an initial guess for an optimization."
If an initial guess iterates into a local minimum, you cannot use the convergence criterion to "get out of" the local mimimum and find the global minimum.
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