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The Grand Four
(2017)
This paper gives a concise synopsis and some new insights concerning four
affine invariant globalizations of the local Newton method. The
invariance classes include: affine covariance, affine contravariance, affine
conjugacy, and affine similarity. In view of algorithmic robustness, each of these classes of algorithms is particularly suitable for some corresponding
problem class.