Hi,
Set tolerances in optimset and include in in your fminsearch(..., ..., OPTsN) :
OPTs = optimset('TolFun', 1e-15);
OPTsN = optimset(OPTs, 'TolX', 1e-9);
fminsearch(..., ..., OPTsN);
Good luck.
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