Sep 11, 2013 · In this paper, we have proposed two incrementally updated gradient methods for minimizing the sum of smooth functions and a convex function.
This method can use a (sufficiently small) constant stepsize or, more practically, an adaptive stepsize that is decreased whenever sufficient progress is not ...
Sep 11, 2013 · Abstract We consider incrementally updated gradient methods for minimizing the sum of smooth functions and a convex function.
We consider incrementally updated gradient methods for minimizing the sum of smooth functions and a convex function. This method can use a (sufficiently ...
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Mar 2, 2023 · This problem finds an application in computation of the best equilibrium in nonlinear complementarity problems arising in transportation ...
Jun 14, 2020 · Our focus in this paper lies in addressing both of these challenges. We develop an algorithm called averaged iteratively regularized incremental ...
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Posted: Feb 1, 2024
Posted: Feb 1, 2024
An iteratively regularized incremental gradient method where at each iteration, agents communicate over a directed cycle graph to update their solution ...
This work enables IG methods to address large-scale nonlinearly constrained optimization prob- lems efficiently. Our main contributions are as follows: (i) ...
Dec 5, 2023 · We develop an iteratively regularized incremental gradient method where at each iteration, agents communicate over a directed cycle graph to.