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This interesting behavior seems to be a characteristic of the interior point method, which is the only one available in FindMinimum that is applicable to constrained problems. That it is due to the method and not the existence of constraints can be seen by removing the constraints and specifying the method explicitly. Ramping the precision from ...

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