Computing Dynamic User Equilibrium on Large-Scale Networks Without Knowing Global Parameters

no code implementations • 8 Oct 2020 • Duong Viet Thong, Aviv Gibali, Mathias Staudigl, Phan Tu Vuong

Dynamic user equilibrium (DUE) is a Nash-like solution concept describing an equilibrium in dynamic traffic systems over a fixed planning period.

A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs

no code implementations • 17 Mar 2020 • Radu Ioan Bot, Michael Sedlmayer, Phan Tu Vuong

We introduce a relaxed inertial forward-backward-forward (RIFBF) splitting algorithm for approaching the set of zeros of the sum of a maximally monotone operator and a single-valued monotone and Lipschitz continuous operator.

Forward-backward-forward methods with variance reduction for stochastic variational inequalities

no code implementations • 9 Feb 2019 • Radu Ioan Bot, Panayotis Mertikopoulos, Mathias Staudigl, Phan Tu Vuong

We develop a new stochastic algorithm with variance reduction for solving pseudo-monotone stochastic variational inequalities.