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- W3204743358 abstract "Abstract In this paper, we study the convergence rate of the gradient (or steepest descent) method with fixed step lengths for finding a stationary point of an L -smooth function. We establish a new convergence rate, and show that the bound may be exact in some cases, in particular when all step lengths lie in the interval (0, 1/ L ]. In addition, we derive an optimal step length with respect to the new bound." @default.
- W3204743358 created "2021-10-11" @default.
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- W3204743358 date "2021-11-05" @default.
- W3204743358 modified "2023-09-27" @default.
- W3204743358 title "The exact worst-case convergence rate of the gradient method with fixed step lengths for L-smooth functions" @default.
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- W3204743358 doi "https://doi.org/10.1007/s11590-021-01821-1" @default.
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