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Reducing the influence of tiny normwise relative errors on performance profiles

Reducing the influence of tiny normwise relative errors on performance profiles

It is a widespread but little-noticed phenomenon that the normwise relative error ‖ x - y ‖/‖ x ‖ of vectors x and y of floating point numbers of the same precision, where y is an approximation to x , can be many orders of magnitude smaller than the unit …