Proves global linear convergence of a gradient projection method on manifolds via the Lezanski-Polyak-Lojasiewicz condition and identifies conditions for linear-rate global convergence of the full-step conditional gradient algorithm.
Leˇ zanski,¨Uber das Minimumproblem f¨ ur Funktionale in Banachschen R¨ aumen, Mathe- matische Annalen, 152 (1963), 271–274
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Gradient projection and conditional gradient methods for constrained nonconvex minimization
Proves global linear convergence of a gradient projection method on manifolds via the Lezanski-Polyak-Lojasiewicz condition and identifies conditions for linear-rate global convergence of the full-step conditional gradient algorithm.