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math.OC2021★ 1 cited
On the rate of convergence of the Difference-of-Convex Algorithm (DCA)
Hadi Abbaszadehpeivasti, Etienne de Klerk, Moslem Zamani
In this paper, we study the convergence rate of the DCA (Difference-of-Convex Algorithm), also known as the convex-concave procedure, with two different termination criteria that a…
math.OC2021★ 5 cited
The exact worst-case convergence rate of the gradient method with fixed step lengths for L-smooth functions
Hadi Abbaszadehpeivasti, Etienne de Klerk, Moslem Zamani
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 -smooth function. We estab…